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Paper Digest: Most Cited Papers on AI for Music

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Paper Digest Team extracted all recent AI for Music related papers on our radar, and generated highlight sentences for them. The results are then sorted by impact.

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TABLE 1: Paper Digest: Most Cited Papers on AI for Music

Paper Author(s) Source Date
1 Music Genre Classification Based on Dynamical Models
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Abstract: This paper studies several alternatives to extract dynamical features from hidden Markov Models (HMMs) that are meaningful for music genre supervised classification. Songs are …		 Alberto García-Durán; J. Arenas-García; Dario García-García; E. Parrado-Hernández; International Conference on Pattern Recognition … 2012-01-01
2 Librosa: Audio and Music Signal Analysis in Python
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Abstract: This document describes version 0.4.0 of librosa: a Python pack- age for audio and music signal processing. At a high level, librosa provides implementations of a variety of …		 BRIAN MCFEE et. al. 2015-01-01
3 Information Retrieval for Music and Motion
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Abstract: Analysis and Retrieval Techniques for Music Data.- Fundamentals on Music and Audio Data.- Pitch- and Chroma-Based Audio Features.- Dynamic Time Warping.- Music Synchronization.- …		 Meinard Müller; 2007-01-01
4 The Million Song Dataset
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Abstract: We introduce the Million Song Dataset, a freely-available collection of audio features and metadata for a million contemporary popular music tracks. We describe its creation …		 Thierry Bertin-Mahieux; Daniel P. W. Ellis; Brian Whitman; Paul Lamere; 2011-01-01
5 MUSAN: A Music, Speech, And Noise Corpus
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Highlight: This report introduces a new corpus of music, speech, and noise.		 David Snyder; Guoguo Chen; Daniel Povey; arxiv-cs.SD 2015-10-28
6 Deep Content-based Music Recommendation
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Highlight: In this paper, we propose to use a latent factor model for recommendation, and predict the latent factors from music audio when they cannot be obtained from usage data.		 Aaron van den Oord; Sander Dieleman; Benjamin Schrauwen; nips 2013-12-30
7 Construction and Evaluation of A Robust Multifeature Speech/music Discriminator
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Abstract: We report on the construction of a real-time computer system capable of distinguishing speech signals from music signals over a wide range of digital audio input. We have examined …		 Eric D. Scheirer; Malcolm Slaney; 1997 IEEE International Conference on Acoustics, Speech, … 1997-01-01
8 Expression, Perception, and Induction of Musical Emotions: A Review and A Questionnaire Study of Everyday Listening
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Abstract: In this article, we provide an up-to-date overview of theory and research concerning expression, perception, and induction of emotion in music. We also provide a critique of this …		 Patrik N. Juslin; Petri Laukka; Journal of New Music Research 2004-01-01
9 Query By Humming: Musical Information Retrieval in An Audio Database
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Abstract: The emergence of audio and video data types in databases will require new information retrieval methods adapted to the specific characteristics and needs of these data types. An …		 Asif Ghias; Jonathan Logan; David Chamberlin; Brian Christopher Smith; 1995-01-01
10 Measuring Presence: A Response to The Witmer and Singer Presence Questionnaire
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Abstract: Witmer and Singer recently published a questionnaire for eliciting presence in virtual environments together with a questionnaire for measuring a person’s immersive tendencies …		 Mel Slater; Presence 1999-01-01
11 Content-Based Music Information Retrieval: Current Directions and Future Challenges
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Abstract: The steep rise in music downloading over CD sales has created a major shift in the music industry away from physical media formats and towards online products and services. Music …		 MICHAEL A. CASEY et. al. Proceedings of the IEEE 2008-01-01
12 Modeling Temporal Dependencies In High-Dimensional Sequences: Application To Polyphonic Music Generation And Transcription
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Highlight: We introduce a probabilistic model based on distribution estimators conditioned on a recurrent neural network that is able to discover temporal dependencies in high-dimensional sequences.		 Nicolas Boulanger-Lewandowski; Yoshua Bengio; Pascal Vincent; icml 2012-12-29
13 The Analysis and Cognition of Basic Melodic Structures: The Implication-Realization Model
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Abstract: Eugene Narmour formulates a comprehensive theory of melodic syntax to explain cognitive relations between melodic tones at their most basic level. Expanding on the theories of …		 Eugene Narmour; 1990-01-01
14 Signal Processing Methods for Music Transcription
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Abstract: This book serves as an ideal starting point for newcomers and an excellent reference source for people already working in the field. Researchers and graduate students in signal …		 Anssi Klapuri; Manuel Davy; 2006-01-01
15 MUSIC, Maximum Likelihood and Cramer-Rao Bound
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Abstract: The authors consider methods for solving the problem of finding the directions of multiple plane waves with linear arrays of sensors and the related one of estimating the …		 Petre Stoica; Arye Nehorai; ICASSP-88., International Conference on Acoustics, Speech, … 1988-01-01
16 The Theory of Lexical Phonology
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Abstract: I: Introduction.- 1.1. The Issues.- 1.2. The Historical Perspective.- 1.3. The Spiral of Progress.- Notes.- II: An Outline of the Theory: English Phonology.- 2.1. Lexical and …		 K. P. Mohanan; 1982-01-01
17 Automatic Mood Detection and Tracking of Music Audio Signals
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Abstract: Music mood describes the inherent emotional expression of a music clip. It is helpful in music understanding, music retrieval, and some other music-related applications. In this …		 Lie Lu; Dan Liu; HongJiang Zhang; IEEE Transactions on Audio, Speech, and Language Processing 2006-01-01
18 Direction of Departure (DOD) and Direction of Arrival (DOA) Estimation in MIMO Radar with Reduced-Dimension MUSIC
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Abstract: This letter discusses the problem of direction of departure (DOD) and direction of arrival (DOA) estimation for multi-input multi-output (MIMO) radar, and derives a …		 Xiaofei Zhang; Lingyun Xu; Lei Xu; Dazhuan Xu; IEEE Communications Letters 2010-01-01
19 MuseGAN: Multi-track Sequential Generative Adversarial Networks For Symbolic Music Generation And Accompaniment
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Highlight: In this paper, we propose three models for symbolic multi-track music generation under the framework of generative adversarial networks (GANs).		 Hao-Wen Dong; Wen-Yi Hsiao; Li-Chia Yang; Yi-Hsuan Yang; aaai 2018-02-02
20 Music Information Retrieval Using Novel Features and A Weighted Voting Method
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Abstract: This paper proposes a novel music information retrieval system (music genre and music mood classification system) based on two novel features and a weighted voting method. The …		 Dalwon Jang; Chang D. Yoo; 2009 IEEE International Symposium on Industrial Electronics 2009-01-01
21 Automatic Audio Segmentation Using A Measure of Audio Novelty
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Abstract: The paper describes methods for automatically locating points of significant change in music or audio, by analyzing local self-similarity. This method can find individual note …		 Jonathan Foote; 2000 IEEE International Conference on Multimedia and Expo. … 2000-01-01
22 C-RNN-GAN: Continuous Recurrent Neural Networks With Adversarial Training
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Highlight: We propose a generative adversarial model that works on continuous sequential data, and apply it by training it on a collection of classical music.		 Olof Mogren; arxiv-cs.AI 2016-11-29
23 Audio Content Analysis for Online Audiovisual Data Segmentation and Classification
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Abstract: While current approaches for audiovisual data segmentation and classification are mostly focused on visual cues, audio signals may actually play a more important role in content …		 Tong Zhang; C.-C. Jay Kuo; IEEE Trans. Speech Audio Process. 2001-01-01
24 Which Emotions Can Be Induced By Music? What Are The Underlying Mechanisms? And How Can We Measure Them?
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Abstract: The study of emotional effects of music is handicapped by a lack of appropriate research paradigms and methods, due to a dearth of conceptual-theoretical analyses of the process …		 Klaus R. Scherer; Journal of New Music Research 2004-01-01
25 A Comparative Study On Content-based Music Genre Classification
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Highlight: This paper proposes a new feature extraction method for music genre classification, DWCHs.		 Tao Li; Mitsunori Ogihara; Qi Li; sigir 2003-07-29
26 Convolutional Recurrent Neural Networks For Music Classification
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Highlight: We introduce a convolutional recurrent neural network (CRNN) for music tagging.		 Keunwoo Choi; George Fazekas; Mark Sandler; Kyunghyun Cho; arxiv-cs.NE 2016-09-14
27 Melody Extraction From Polyphonic Music Signals Using Pitch Contour Characteristics
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Abstract: We present a novel system for the automatic extraction of the main melody from polyphonic music recordings. Our approach is based on the creation and characterization of pitch …		 Justin Salamon; Emilia Gómez; IEEE Transactions on Audio, Speech, and Language Processing 2012-01-01
28 A Regression Approach to Music Emotion Recognition
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Abstract: Content-based retrieval has emerged in the face of content explosion as a promising approach to information access. In this paper, we focus on the challenging issue of recognizing …		 Yi-Hsuan Yang; Yu-Ching Lin; Ya-Fan Su; Homer H. Chen; IEEE Transactions on Audio, Speech, and Language Processing 2008-01-01
29 A Survey of Audio-Based Music Classification and Annotation
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Abstract: Music information retrieval (MIR) is an emerging research area that receives growing attention from both the research community and music industry. It addresses the problem of …		 Zhouyu Fu; Guojun Lu; Kai Ming Ting; Dengsheng Zhang; IEEE Transactions on Multimedia 2011-01-01
30 MidiNet: A Convolutional Generative Adversarial Network For Symbolic-domain Music Generation
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Highlight: Most existing neural network models for music generation use recurrent neural networks.		 Li-Chia Yang; Szu-Yu Chou; Yi-Hsuan Yang; arxiv-cs.SD 2017-03-31
31 The Aesthetics of Failure: Post-Digital Tendencies in Contemporary Computer Music
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Abstract: Over the past decade, the Internet has helped spawn a new movement in digital music. It is not academically based, and for the most part the composers involved are self-taught. …		 Kim Cascone; Computer Music Journal 2000-01-01
32 A Music Similarity Function Based on Signal Analysis
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Abstract: The present invention computer method and apparatus determines music similarity by generating a K-means (instead of Gaussian) cluster signature and a beat signature for each piece …		 Beth Logan; Ariel Salomon; IEEE International Conference on Multimedia and Expo, 2001. … 2001-01-01
33 Visualizing Music and Audio Using Self-similarity
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Abstract: This paper presents a novel approach to visualizing the time structure of music and audio. The acoustic similarity between any two instants of an audio recording is displayed in a …		 Jonathan Foote; 1999-01-01
34 DeepBach: A Steerable Model for Bach Chorales Generation
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Highlight: This paper introduces DeepBach, a graphical model aimed at modeling polyphonic music and specifically hymn-like pieces.		 Ga�tan Hadjeres; Fran�ois Pachet; Frank Nielsen; icml 2017-08-06
35 DeepBach: A Steerable Model For Bach Chorales Generation
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Highlight: This paper introduces DeepBach, a graphical model aimed at modeling polyphonic music and specifically hymn-like pieces.		 Gaëtan Hadjeres; François Pachet; Frank Nielsen; arxiv-cs.AI 2016-12-03
36 Towards The Digital Music Library: Tune Retrieval from Acoustic Input
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Abstract: Music is traditionally retrieved by title, composer or subjectclassification. It is possible, with current technology, toretrieve music from a database on the basis of a few notes …		 Rodger J. McNab; Lloyd A. Smith; Ian H. Witten; Clare L. Henderson; Sally Jo Cunningham; 1996-01-01
37 AI Choreographer: Music Conditioned 3D Dance Generation With AIST++
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Highlight: We present AIST++, a new multi-modal dataset of 3D dance motion and music, along with FACT, a Full-Attention Cross-modal Transformer network for generating 3D dance motion conditioned on music.		 Ruilong Li; Shan Yang; David A. Ross; Angjoo Kanazawa; iccv 2021-10-08
38 Representing Musical Genre: A State of The Art
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Abstract: Musical genre is probably the most popular music descriptor. In the context of large musical databases and Electronic Music Distribution, genre is therefore a crucial metadata for …		 Jean-Julien Aucouturier; François Pachet; Journal of New Music Research 2003-01-01
39 Identifying `Cover Songs’ with Chroma Features and Dynamic Programming Beat Tracking
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Abstract: Large music collections, ranging from thousands to millions of tracks, are unsuited to manual searching, motivating the development of automatic search methods. When different …		 Daniel P. W. Ellis; Graham E. Poliner; 2007 IEEE International Conference on Acoustics, Speech and … 2007-01-01
40 A Large-Scale Evaluation of Acoustic and Subjective Music-Similarity Measures
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Abstract: music similarity, acoustic measures, evaluation, ground-truth Subjective similarity between musical pieces and artists is an elusive concept, but one that must be pursued in …		 Adam Berenzweig; Beth Logan; Daniel P. W. Ellis; Brian Whitman; Computer Music Journal 2004-01-01
41 A Real-time Music-scene-description System: Predominant-F0 Estimation for Detecting Melody and Bass Lines in Real-world Audio Signals
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 Masataka Goto; Speech Commun. 2004-01-01
42 Content-based Organization and Visualization of Music Archives
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Abstract: With Islands of Music we present a system which facilitates exploration of music libraries without requiring manual genre classification. Given pieces of music in raw audio format …		 Elias Pampalk; Andreas Rauber; Dieter Merkl; 2002-01-01
43 An Audio-based Real-time Beat Tracking System for Music With Or Without Drum-sounds
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Abstract: This paper describes a real-time beat tracking system that recognizes a hierarchical beat structure comprising the quarter-note, half-note, and measure levels in real-world audio …		 Masataka Goto; Journal of New Music Research 2001-01-01
44 MusicLM: Generating Music From Text
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Highlight: We introduce MusicLM, a model generating high-fidelity music from text descriptions such as a calming violin melody backed by a distorted guitar riff.		 ANDREA AGOSTINELLI et. al. arxiv-cs.SD 2023-01-26
45 Too Many Notes: Computers, Complexity and Culture in Voyager
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Abstract: The author discusses his computer music composition, Voyager, which employs a computer-driven, interactive & virtual improvising orchestra that analyzes an improvisor’s …		 George E. Lewis; Leonardo Music Journal 2000-01-01
46 Automatic Genre Classification of Music Content: A Survey
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Abstract: This paper reviews the state-of-the-art in automatic genre classification of music collections through three main paradigms: expert systems, unsupervised classification, and …		 N. Scaringella; G. Zoia; D. Mlynek; IEEE Signal Processing Magazine 2006-01-01
47 Music Type Classification By Spectral Contrast Feature
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Abstract: Automatic music type classification is very helpful for the management of digital music databases. In this paper, the octave-based spectral contrast feature is proposed to …		 Dan-Ning Jiang; Lie Lu; HongJiang Zhang; Jianhua Tao; Lianhong Cai; Proceedings. IEEE International Conference on Multimedia … 2002-01-01
48 Interactive Music Systems: Machine Listening and Composing
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Abstract: From the Publisher: This supplement to Interactive Music Systems contains audio and program examples that document a variety of systems and the music they produce. An extensive …		 Robert Rowe; 1992-01-01
49 Singing-voice Separation from Monaural Recordings Using Robust Principal Component Analysis
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Abstract: Separating singing voices from music accompaniment is an important task in many applications, such as music information retrieval, lyric recognition and alignment. Music …		 Po-Sen Huang; Scott Deeann Chen; Paris Smaragdis; Mark Hasegawa-Johnson; 2012 IEEE International Conference on Acoustics, Speech and … 2012-01-01
50 Machine Recognition of Music Emotion: A Review
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Abstract: The proliferation of MP3 players and the exploding amount of digital music content call for novel ways of music organization and retrieval to meet the ever-increasing demand for …		 Yi-Hsuan Yang; Homer H. Chen; ACM Trans. Intell. Syst. Technol. 2012-01-01
51 Song-Level Features and Support Vector Machines for Music Classification
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Abstract: Searching and organizing growing digital music collections requires automatic classification of music. This paper describes a new system, tested on the task of artist …		 Michael I. Mandel; Daniel P. W. Ellis; 2005-01-01
52 To Catch A Chorus: Using Chroma-based Representations for Audio Thumbnailing
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Abstract: An important application for use with multimedia databases is a browsing aid, which allows a user to quickly and efficiently preview selections from either a database or from the …		 M. A. Bartsch; G. H. Wakefield; Proceedings of the 2001 IEEE Workshop on the Applications … 2001-01-01
53 Speech Melody As Articulatorily Implemented Communicative Functions
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 Yi Xu; Speech Commun. 2005-01-01
54 Aggregate Features and ADABOOST for Music Classification
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Abstract: We present an algorithm that predicts musical genre and artist from an audio waveform. Our method uses the ensemble learner ADABOOST to select from a set of audio features that …		 James Bergstra; Norman Casagrande; Dumitru Erhan; Douglas Eck; Balázs Kégl; Machine Learning 2006-01-01
55 Music Similarity Measures: What’s The Use?
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Abstract: Electronic Music Distribution (EMD) is in demand of robust, automatically extracted music descriptors. We introduce a timbral similarity measures for comparing music titles. This …		 Jean-Julien Aucouturier; François Pachet; 2002-01-01
56 MUSIC, Maximum Likelihood and Cramer-Rao Bound: Further Results and Comparisons
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Abstract: A number of results have been presented recently on the statistical performance of the multiple signal characterization (MUSIC) and the maximum-likelihood (ML) estimators for …		 Petre Stoica; Arye Nehorai; International Conference on Acoustics, Speech, and Signal … 1989-01-01
57 Automatic Tagging Using Deep Convolutional Neural Networks
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Highlight: We present a content-based automatic music tagging algorithm using fully convolutional neural networks (FCNs).		 Keunwoo Choi; George Fazekas; Mark Sandler; arxiv-cs.SD 2016-06-01
58 Fundamentals of Music Processing
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 Meinard Müller; 2015-01-01
59 Music Information Retrieval
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Abstract: Huge amount of audio resources, including music data, is becoming available in various forms, both analog and digital. Notes, CDs, and digital resources of the World Wide Web are …		 Alicja Wieczorkowska; 2009-01-01
60 Music Recommendation By Unified Hypergraph: Combining Social Media Information and Music Content
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Abstract: Acoustic-based music recommender systems have received increasing interest in recent years. Due to the semantic gap between low level acoustic features and high level music …		 JIAJUN BU et. al. 2010-01-01
61 Audio Thumbnailing of Popular Music Using Chroma-based Representations
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Abstract: With the growing prevalence of large databases of multimedia content, methods for facilitating rapid browsing of such databases or the results of a database search are becoming …		 Mark A. Bartsch; Gregory H. Wakefield; IEEE Transactions on Multimedia 2005-01-01
62 Social Tagging and Music Information Retrieval
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Abstract: Social tags are free text labels that are applied to items such as artists, albums and songs. Captured in these tags is a great deal of information that is highly relevant to …		 Paul Lamere; Journal of New Music Research 2008-01-01
63 Warping Indexes With Envelope Transforms For Query By Humming
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Highlight: We treat music as a time series and exploit and improve well-developed techniques from time series databases to index the music for fast similarity queries.		 Yunyue Zhu; Dennis Shasha; sigmod 2003-06-17
64 Polyphonic Audio Matching and Alignment for Music Retrieval
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Abstract: We describe a method that aligns polyphonic audio recordings of music to symbolic score information in standard MIDI files without the difficult process of polyphonic …		 Ning Hu; Roger B. Dannenberg; George Tzanetakis; 2003 IEEE Workshop on Applications of Signal Processing to … 2003-01-01
65 A Basal Ganglia-forebrain Circuit in The Songbird Biases Motor Output to Avoid Vocal Errors
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Abstract: In songbirds, as in mammals, basal ganglia-forebrain circuits are necessary for the learning and production of complex motor behaviors; however, the precise role of these circuits …		 Aaron S Andalman; Michale S Fee; Proceedings of the National Academy of Sciences 2009-01-01
66 Chroma Binary Similarity and Local Alignment Applied to Cover Song Identification
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Abstract: We present a new technique for audio signal comparison based on tonal subsequence alignment and its application to detect cover versions (i.e., different performances of the same …		 Joan Serrà; Emilia Gómez; Perfecto Herrera; Xavier Serra; IEEE Transactions on Audio, Speech, and Language Processing 2008-01-01
67 Context-aware Music Recommendation Based on Latenttopic Sequential Patterns
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Abstract: Contextual factors can greatly influence the users’ preferences in listening to music. Although it is hard to capture these factors directly, it is possible to see their effects …		 Negar Hariri; Bamshad Mobasher; Robin Burke; 2012-01-01
68 Simple and Controllable Music Generation
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Highlight: We introduce MusicGen, a single Language Model (LM) that operates over several streams of compressed discrete music representation, i.e., tokens.		 JADE COPET et. al. nips 2023-10-24
69 Simple and Controllable Music Generation
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Highlight: We introduce MusicGen, a single Language Model (LM) that operates over several streams of compressed discrete music representation, i.e., tokens.		 JADE COPET et. al. arxiv-cs.SD 2023-06-08
70 Audio Classification for Music Information Retrieval of Hindustani Vocal Music
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Abstract: An important task in music information retrieval of Indian Art Music is the recognition of the larger musicological frameworks, called ragas, on which the performances are based. …		 Amit Rege; Ravi Sindal; Indonesian Journal of Electrical Engineering and Computer … 2021-01-01
71 The Shazam Music Recognition Service
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Abstract: Guided by a user’s query-by-example music sample, it delivers the matching song, as well as related music information, of immediate interest to the user. …		 Avery Wang; Commun. ACM 2006-01-01
72 Elements of Computer Music
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Abstract: This is a general introduction to the theory of computer music, giving details on sound, digital signal processing, math, and C programming. It assumes a strong knowledge of music. …		 F. Richard Moore; Leonardo Music Journal 1990-01-01
73 The Bag-of-frames Approach to Audio Pattern Recognition: A Sufficient Model for Urban Soundscapes But Not for Polyphonic Music
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Abstract: The bag-of-frames approach (BOF) to audio pattern recognition represents signals as the long-term statistical distribution of their local spectral features. This approach has …		 Jean-Julien Aucouturier; Boris Defreville; François Pachet; The Journal of the Acoustical Society of America 2007-01-01
74 Playlist Prediction Via Metric Embedding
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Highlight: In this paper, we present Latent Markov Embedding (LME), a machine learning algorithm for generating such playlists.		 Shuo Chen; Josh L. Moore; Douglas Turnbull; Thorsten Joachims; kdd 2012-12-30
75 Algorithmic Composition: Paradigms of Automated Music Generation
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 G. Nierhaus; 2008-11-05
76 Open Sound Control: An Enabling Technology for Musical Networking
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Abstract: Since telecommunication can never equal the richness of face-to-face interaction on its own terms, the most interesting examples of networked music go beyond the paradigm of …		 Matthew Wright; Organised Sound 2005-01-01
77 Signal Processing for Music Analysis
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Abstract: Music signal processing may appear to be the junior relation of the large and mature field of speech signal processing, not least because many techniques and representations …		 Meinard Müller; Daniel P. W. Ellis; Anssi Klapuri; Gaël Richard; IEEE Journal of Selected Topics in Signal Processing 2011-01-01
78 Natural Language Processing of Lyrics
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Abstract: We report experiments on the use of standard natural language processing (NLP) tools for the analysis of music lyrics. A significant amount of music audio has lyrics. Lyrics …		 Jose P. G. Mahedero; Alvaro Martinez; Pedro Cano; Markus Koppenberger; Fabien Gouyon; 2005-01-01
79 A Taxonomy of Musical Genres
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Abstract: The recent progress of Electronic Music Distribution creates a natural pressure for fine-grained musical metadata. This metadata is needed to provide music distribution services …		 François Pachet; Daniel Cazaly; 2000-01-01
80 Stream Segregation and Peripheral Channeling
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Abstract: Two interleaved melodies, with theory tones alternating as ABAB…, can be individually followed and identified if auditory stream segregation takes place. Stream segregation can …		 William M. Hartmann; Douglas Johnson; Music Perception 1991-01-01
81 Unobtrusive Notification Based on Auditory Changes in Ambient Music
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Abstract: Notifications are an indispensable aspect of the user experience with smart devices. However, the increased usage of smart devices yielded proportional increase in notifications. …		 Yuuki Muranaka; Mohammed Al-Sada; Tatsuo Nakajima; 2021 IEEE 3rd Global Conference on Life Sciences and … 2021-01-01
82 Pop Music Transformer: Beat-based Modeling And Generation Of Expressive Pop Piano Compositions
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Highlight: In contrast with this general approach, this paper shows that Transformers can do even better for music modeling, when we improve the way a musical score is converted into the data fed to a Transformer model.		 Yu-Siang Huang; Yi-Hsuan Yang; mm 2020-10-12
83 On The Improvement of Singing Voice Separation for Monaural Recordings Using The MIR-1K Dataset
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Abstract: Monaural singing voice separation is an extremely challenging problem. While efforts in pitch-based inference methods have led to considerable progress in voiced singing voice …		 Chao-Ling Hsu; Jyh-Shing Roger Jang; IEEE Transactions on Audio, Speech, and Language Processing 2010-01-01
84 Finding Temporal Structure in Music: Blues Improvisation with LSTM Recurrent Networks
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Abstract: We consider the problem of extracting essential ingredients of music signals, such as a well-defined global temporal structure in the form of nested periodicities (or meter). We …		 Douglas Eck; Jürgen Schmidhuber; Proceedings of the 12th IEEE Workshop on Neural Networks … 2002-01-01
85 Algorithmic Clustering of Music Based on String Compression
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Abstract: Cilibrasi, Vitanyi, and de Wolf Computer Music Journal, 28:4, pp. 49–67, Winter 2004 2004 Massachusetts Institute of Technology Rudi Cilibrasi,* Paul Vitanyi,*† and Ronald de …		 Rudi Cilibrasi; Paul M. B. Vitányi; Ronald de Wolf; Computer Music Journal 2004-01-01
86 Computer Vision For Music Identification
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Highlight: We describe how certain tasks in the audio domain can be effectively addressed using computer vision approaches.		 Yan Ke; D. Hoiem and R. Sukthankar; cvpr 2005-06-08
87 Music Source Separation in The Waveform Domain
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Highlight: In this paper, we compare two waveform domain architectures.		 Alexandre Défossez; Nicolas Usunier; Léon Bottou; Francis Bach; arxiv-cs.SD 2019-11-27
88 Algorithms for Discovering Repeated Patterns in Multidimensional Representations of Polyphonic Music
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Abstract: In previous approaches to repetition discovery in music, the music to be analysed has been represented using strings. However, there are certain types of interesting musical …		 David Meredith; Kjell Lemström; Geraint A. Wiggins; Journal of New Music Research 2002-01-01
89 Multimodal Music Mood Classification Using Audio and Lyrics
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Abstract: In this paper we present a study on music mood classification using audio and lyrics information. The mood of a song is expressed by means of musical features but a relevant part …		 Cyril Laurier; Jens Grivolla; Perfecto Herrera; 2008 Seventh International Conference on Machine Learning … 2008-01-01
90 REpeating Pattern Extraction Technique (REPET): A Simple Method for Music/Voice Separation
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Abstract: Repetition is a core principle in music. Many musical pieces are characterized by an underlying repeating structure over which varying elements are superimposed. This is …		 Zafar Rafii; Bryan Pardo; IEEE Transactions on Audio, Speech, and Language Processing 2013-01-01
91 EyesWeb: Toward Gesture and Affect Recognition in Interactive Dance and Music Systems
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Abstract: The goal of the EyesWeb project is to develop a modular system for the real-time analysis of body movement and gesture. Such information can be used to control and generate sound, …		 ANTONIO CAMURRI et. al. Computer Music Journal 2000-01-01
92 Speech/music Discrimination for Multimedia Applications
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Abstract: Automatic discrimination of speech and music is an important tool in many multimedia applications. Previous work has focused on using long-term features such as differential …		 Khaled El-Maleh; Mark Klein; Grace Petrucci; Peter Kabal; 2000 IEEE International Conference on Acoustics, Speech, … 2000-01-01
93 The Beat Spectrum: A New Approach to Rhythm Analysis
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Abstract: We introduce the beat spectrum, a new method of automatically characterizing the rhythm and tempo of music and audio. The beat spectrum is a measure of acoustic self-similarity as …		 Jonathan Foote; Shingo Uchihashi; IEEE International Conference on Multimedia and Expo, 2001. … 2001-01-01
94 Music Information Retrieval: Recent Developments and Applications
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Abstract: We provide a survey of the field of Music Information Retrieval (MIR), in particular paying attention to latest developments, such as semantic auto-tagging and user-centric …		 Markus Schedl; Emilia Gómez; Julián Urbano; Found. Trends Inf. Retr. 2014-01-01
95 The Brain Opera Technology: New Instruments and Gestural Sensors for Musical Interaction and Performance
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Abstract: This paper describes the array of new musical instruments and interactive installations developed for the Brain Opera, a large, touring multimedia production, where the audience …		 Joseph A. Paradiso; Journal of New Music Research 1999-01-01
96 Music Retrieval: A Tutorial and Review
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Abstract: The increasing availability of music in digital format needs to be matched by the development of tools for music accessing, filtering, classification, and retrieval. The research …		 Nicola Orio; Found. Trends Inf. Retr. 2006-01-01
97 Beyond MIDI: The Handbook of Musical Codes
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Abstract: Introduction: describing musical information. Sound related codes (1) – MIDI: MIDI extensions for musical notation (1) – noTAMIDI meta-events MIDI extensions for musical notation …		 Eleanor Selfridge-Field; Notes 1997-01-01
98 Melody Transcription From Music Audio: Approaches and Evaluation
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Abstract: Although the process of analyzing an audio recording of a music performance is complex and difficult even for a human listener, there are limited forms of information that may be …		 GRAHAM E. POLINER et. al. IEEE Transactions on Audio, Speech, and Language Processing 2007-01-01
99 Transfer Learning For Music Classification And Regression Tasks
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Highlight: In this paper, we present a transfer learning approach for music classification and regression tasks.		 Keunwoo Choi; György Fazekas; Mark Sandler; Kyunghyun Cho; arxiv-cs.CV 2017-03-27
100 MUSIC For Single-Snapshot Spectral Estimation: Stability And Super-resolution
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Highlight: This paper studies the problem of line spectral estimation in the continuum of a bounded interval with one snapshot of array measurement.		 Wenjing Liao; Albert Fannjiang; arxiv-cs.IT 2014-04-05
101 Parametric Representations of Bird Sounds for Automatic Species Recognition
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Abstract: This paper is related to the development of signal processing techniques for automatic recognition of bird species. Three different parametric representations are compared. The …		 Panu Somervuo; Aki Härmä; Seppo Fagerlund; IEEE Transactions on Audio, Speech, and Language Processing 2006-01-01
102 Automatic Music Transcription: An Overview
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Abstract: The capability of transcribing music audio into music notation is a fascinating example of human intelligence. It involves perception (analyzing complex auditory scenes), …		 Emmanouil Benetos; Simon Dixon; Zhiyao Duan; Sebastian Ewert; IEEE Signal Processing Magazine 2019-01-01
103 Music Summarization Using Key Phrases
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Abstract: Systems to automatically provide a representative summary or ‘key phrase’ of a piece of music are described. For a ‘rock’ song with ‘verse’ and ‘chorus’ sections, we aim to return …		 Beth Logan; Stephen M. Chu; 2000 IEEE International Conference on Acoustics, Speech, … 2000-01-01
104 A Tool for Content Based Navigation of Music
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Abstract: The use of pitch contours is an established technique for content-based retrieval of music (‘query by humming’). This paper presents a system which employs pitch contours to …		 Steven Blackburn; David De Roure; 1998-01-01
105 An Evaluation of Convolutional Neural Networks for Music Classification Using Spectrograms
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 Yandre M. G. Costa; Luiz Eduardo Soares de Oliveira; Carlos Nascimento Silla; Appl. Soft Comput. 2017-01-01
106 A Chorus Section Detection Method for Musical Audio Signals and Its Application to A Music Listening Station
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Abstract: This paper describes a method for obtaining a list of repeated chorus (hook) sections in compact-disc recordings of popular music. The detection of chorus sections is essential …		 Masataka Goto; IEEE Transactions on Audio, Speech, and Language Processing 2006-01-01
107 Melody Extraction from Polyphonic Music Signals: Approaches, Applications, and Challenges
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Abstract: Melody extraction algorithms aim to produce a sequence of frequency values corresponding to the pitch of the dominant melody from a musical recording. Over the past decade, melody …		 Justin Salamon; Emilia Gómez; Daniel P. W. Ellis; Gaël Richard; IEEE Signal Processing Magazine 2014-01-01
108 Context-aware Mobile Music Recommendation for Daily Activities
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Abstract: Existing music recommendation systems rely on collaborative filtering or content-based technologies to satisfy users’ long-term music playing needs. Given the popularity of mobile …		 Xinxi Wang; David S. Rosenblum; Ye Wang; 2012-01-01
109 Melodic Matching Techniques for Large Music Databases
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Abstract: With the growth in digital representations of music, and of music stored in these representations, it is increasingly attractive to search collections of music. One mode of search …		 Alexandra L. Uitdenbogerd; Justin Zobel; 1999-01-01
110 Automatic Transcription of Melody, Bass Line, and Chords in Polyphonic Music
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Abstract: This article proposes a method for the automatic transcription of the melody, bass line, and chords in polyphonic pop music. The method uses a frame-wise pitch-salience estimator …		 Matti Ryynänen; Anssi Klapuri; Computer Music Journal 2008-01-01
111 Flytrap: Intelligent Group Music Recommendation
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Abstract: Flytrap is a group music environment that knows its users’ musical tastes and can automatically construct a soundtrack that tries to please everyone in the room. The system works …		 Andrew Crossen; Jay Budzik; Kristian J. Hammond; 2002-01-01
112 Subspace Methods For Joint Sparse Recovery
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Highlight: We propose robust and efficient algorithms for the joint sparse recovery problem in compressed sensing, which simultaneously recover the supports of jointly sparse signals from their multiple measurement vectors obtained through a common sensing matrix.		 Kiryung Lee; Yoram Bresler; Marius Junge; arxiv-cs.IT 2010-04-18
113 Contextual Music Information Retrieval and Recommendation: State of The Art and Challenges
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 Marius Kaminskas; Francesco Ricci; Comput. Sci. Rev. 2012-01-01
114 Manipulation of Music for Melody Matching
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Abstract: Many types of user would find it valuable to search collectionsof music via queries representing music fragments, but suchsearching requires a reliable technique for identifying …		 Alexandra L. Uitdenbogerd; Justin Zobel; 1998-01-01
115 A Practical Query-by-humming System for A Large Music Database
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Abstract: A music retrieval system that accepts hummed tunes as queries is described in this paper. This system uses similarity retrieval because a hummed tune may contain errors. The …		 Naoko Kosugi; Yuichi Nishihara; Tetsuo Sakata; Masashi Yamamuro; Kazuhiko Kushima; 2000-01-01
116 Composing Interactive Music: Techniques and Ideas Using Max
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Abstract: From the Publisher: Beyond a clear and thorough introduction to Max programming, Todd Winkler’s Composing Interactive Music presents and explains a comprehensive theoretical …		 Todd Winkler; 1998-01-01
117 Separation of Singing Voice From Music Accompaniment for Monaural Recordings
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Abstract: Separating singing voice from music accompaniment is very useful in many applications, such as lyrics recognition and alignment, singer identification, and music information …		 Yipeng Li; DeLiang Wang; IEEE Transactions on Audio, Speech, and Language Processing 2007-01-01
118 Sharing Systems for Future HiFi Systems
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Abstract: The modern audio compression techniques and increased bandwidth in the Internet has dramatically changed the music industry. Music in the 19th century was a service. In the 20th …		 J. Nützel; M. Kaufmann; Proceedings of the Fourth International Conference onWeb … 2004-09-13
119 The New Zealand Digital Library MELody InDEX
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 Rodger J. McNab; Lloyd A. Smith; David Bainbridge; Ian H. Witten; D Lib Mag. 1997-01-01
120 Emotional Coloring of Computer-Controlled Music Performances
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Abstract: This dissertation presents research in the field ofautomatic music performance with a special focus on piano. A system is proposed for automatic music performance, basedon …		 Roberto Bresin; Anders Friberg; Computer Music Journal 2000-01-01
121 Pattern Discovery Techniques for Music Audio
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Abstract: Human listeners are able to recognize structure in music through the perception of repetition and other relationships within a piece of music. This work aims to automate the task …		 Roger B. Dannenberg; Ning Hu; Journal of New Music Research 2002-01-01
122 Capturing Sound How Technology Has Changed Music
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Abstract: capturing sound how technology has changed music is available in our book collection an online access to it is set as public so you can get it instantly. Our book servers saves in …		 Juliane Freud; 2016-01-01
123 Deep Convolutional Neural Networks For Predominant Instrument Recognition In Polyphonic Music
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Highlight: In this paper, we present a convolutional neural network framework for predominant instrument recognition in real-world polyphonic music.		 Yoonchang Han; Jaehun Kim; Kyogu Lee; arxiv-cs.SD 2016-05-31
124 Understanding and Predicting The Motivators of Mobile Music Acceptance – A Multi-stage MRA-artificial Neural Network Approach
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 Jia-Jia Sim; Garry Wei-Han Tan; Jessica C. J. Wong; Keng-Boon Ooi; Teck-Soon Hew; Telematics Informatics 2014-01-01
125 A Chorus-section Detecting Method for Musical Audio Signals
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Abstract: This paper describes a method for obtaining a list of chorus (refrain) sections in compact-disc recordings of popular music. The detection of chorus sections is essential for the …		 Masataka Goto; 2003 IEEE International Conference on Acoustics, Speech, … 2003-01-01
126 A Highly Robust Audio Fingerprinting System With An Efficient Search Strategy
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Abstract: Imagine the following situation. You’re in your car, listening to the radio and suddenly you hear a song that catches your attention. It’s the best new song you have heard for a …		 Jaap Haitsma; Ton Kalker; Journal of New Music Research 2003-01-01
127 Evolutionary Computer Music
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Abstract: An Introduction to Evolutionary Computing for Musicians.- Evolutionary Computation for Musical Tasks.- Evolution in Digital Audio Technology.- Evolution in Creative Sound Design.- …		 Eduardo Miranda; John A. Biles; 2007-01-01
128 MySong: Automatic Accompaniment Generation for Vocal Melodies
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Abstract: We introduce MySong, a system that automatically chooses chords to accompany a vocal melody. A user with no musical experience can create a song with instrumental accompaniment …		 Ian Simon; Dan Morris; Sumit Basu; 2008-01-01
129 Composing Music with Computers
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Abstract: Foreword by Daniel V. Oppenheim Preface Computer music: facing the facts Preparing the ground Probabilities, grammars and automata Iterative algorithms: chaos and fractals Neural …		 Eduardo Miranda; 2001-01-01
130 Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals
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Abstract: Extracting the main melody from a polyphonic music recording seems natural even to untrained human listeners. To a certain extent it is related to the concept of source …		 Jean-Louis Durrieu; Gaël Richard; Bertrand David; Cédric Févotte; IEEE Transactions on Audio, Speech, and Language Processing 2010-01-01
131 1000 Songs for Emotional Analysis of Music
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Abstract: Music is composed to be emotionally expressive, and emotional associations provide an especially natural domain for indexing and recommendation in today’s vast digital music …		 Mohammad Soleymani; Michael N. Caro; Erik M. Schmidt; Cheng-Ya Sha; Yi-Hsuan Yang; 2013-01-01
132 Neural Mechanisms for Learned Birdsong
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Abstract: Learning by imitation is essential for transmitting many aspects of human culture, including speech, language, art, and music. How the human brain enables imitation remains a …		 Richard Mooney; Learning & memory 2009-01-01
133 Nonnegative Matrix Factor 2-D Deconvolution for Blind Single Channel Source Separation
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Abstract: We present a novel method for blind separation of instruments in single channel polyphonic music based on a non-negative matrix factor 2-D deconvolution algorithm. The method is …		 Mikkel N. Schmidt; Morten Mørup; 2006-01-01
134 Monoaural Audio Source Separation Using Deep Convolutional Neural Networks
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Abstract: In this paper we introduce a low-latency monaural source separation framework using a Convolutional Neural Network (CNN). We use a CNN to estimate time-frequency soft masks which …		 Pritish Chandna; Marius Miron; Jordi Janer; Emilia Gómez; 2017-01-01
135 Listening In: Practices Surrounding ITunes Music Sharing
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Abstract: This paper presents a descriptive account of the social practices surrounding the iTunes music sharing of 13 participants in one organizational setting. Specifically, we …		 Amy Voida; Rebecca E. Grinter; Nicolas Ducheneaut; W. Keith Edwards; Mark W. Newman; 2005-01-01
136 Sample-level Deep Convolutional Neural Networks For Music Auto-tagging Using Raw Waveforms
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Highlight: To this end, we propose sample-level deep convolutional neural networks which learn representations from very small grains of waveforms (e.g. 2 or 3 samples) beyond typical frame-level input representations.		 Jongpil Lee; Jiyoung Park; Keunhyoung Luke Kim; Juhan Nam; arxiv-cs.SD 2017-03-06
137 The Challenge Of Realistic Music Generation: Modelling Raw Audio At Scale
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Highlight: In this work, we explore autoregressive discrete autoencoders (ADAs) as a means to enable autoregressive models to capture long-range correlations in waveforms.		 Sander Dieleman; Aäron van den Oord; Karen Simonyan; arxiv-cs.SD 2018-06-26
138 The Challenge of Realistic Music Generation: Modelling Raw Audio at Scale
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Highlight: In this work, we explore autoregressive discrete autoencoders (ADAs) as a means to enable autoregressive models to capture long-range correlations in waveforms.		 Sander Dieleman; Aaron van den Oord; Karen Simonyan; nips 2018-12-04
139 Music Emotion Classification: A Fuzzy Approach
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Abstract: Due to the subjective nature of human perception, classification of the emotion of music is a challenging problem. Simply assigning an emotion class to a song segment in a …		 Yi-Hsuan Yang; Chia Chu Liu; Homer H. Chen; 2006-01-01
140 Music Recommendation Using Content and Context Information Mining
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Abstract: Mobile devices such as smart phones are becoming popular, and realtime access to multimedia data in different environments is getting easier. With properly equipped communication …		 Ja-Hwung Su; Hsin-Ho Yeh; Philip S. Yu; Vincent S. Tseng; IEEE Intelligent Systems 2010-01-01
141 Music Selection Using The PartyVote Democratic Jukebox
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Abstract: PartyVote is a democratic music jukebox designed to give all participants an equal influence on the music played at social gatherings or parties. PartyVote is designed to provide …		 David W. Sprague; Fuqu Wu; Melanie Tory; 2008-01-01
142 Foafing The Music: Bridging The Semantic Gap in Music Recommendation
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Abstract: In this paper we give an overview of the Foafing the Music system. The system uses the Friend of a Friend (FOAF) and RDF Site Summary (RSS) vocabularies for recommending music to …		 Òscar Celma; 2006-01-01
143 Towards Musical Query-by-semantic-description Using The CAL500 Data Set
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Highlight: We adapt the supervised multi-class labeling (SML) model, which has shown good performance on the task of image retrieval, and use the CAL500 data to learn a model for music retrieval.		 Douglas Turnbull; Luke Barrington; David Torres; Gert Lanckriet; sigir 2007-07-29
144 Control, Curation and Musical Experience in Streaming Music Services
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Abstract: The growth and popularity of music streaming are generally seen as win for music consumers, giving them greater freedom and virtually limitless access to musical content. This …		 Jeremy Wade Morris; Devon Powers; Creative Industries Journal 2015-01-01
145 Toward Intelligent Music Information Retrieval
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Abstract: Efficient and intelligent music information retrieval is a very important topic of the 21st century. With the ultimate goal of building personal music information retrieval …		 Tao Li; Mitsunori Ogihara; IEEE Transactions on Multimedia 2006-01-01
146 Action and Perception in Rhythm and Music
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 Robert Rowe; Alf Gabrielsson; Computer Music Journal 1989-01-01
147 End-to-end Learning For Music Audio Tagging At Scale
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Highlight: In this study, 1.2M tracks annotated with musical labels are available to train our end-to-end models.		 JORDI PONS et. al. arxiv-cs.SD 2017-11-07
148 A Music Recommendation System Based On Music Data Grouping And User Interests
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Highlight: In this paper, we design the Music Recommendation System (MRS) to provide a personalized service of music recommendation.		 Hung-Chen Chen; Arbee L. P. Chen; cikm 2001-11-02
149 The Language of Electroacoustic Music
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Abstract: Contributors Introduction S. Emmerson Technology and the Composer P. Boulez MATERIALS AND LANGUAGE The Relation of Language to Materials S. Emmerson Sound Symbols and Landscapes …		 Simon Emmerson; 1986-01-01
150 Experimental Music: Composition with An Electronic Computer
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 Lejaren A. Hiller; Leonard M. Isaacson; 1979-01-01
151 Music Transcription Modelling And Composition Using Deep Learning
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Highlight: Our practical aim is to create music transcription models useful in particular contexts of music composition.		 Bob L. Sturm; João Felipe Santos; Oded Ben-Tal; Iryna Korshunova; arxiv-cs.SD 2016-04-29
152 Signal Processing Aspects of Computer Music: A Survey
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Abstract: The application of modern signal processing techniques to the production and processing of musical sound gives the composer and musician a level of freedom and precision of …		 J.A. Moorer; Proceedings of the IEEE 1977-01-01
153 A Context-Aware Music Recommendation System Using Fuzzy Bayesian Networks with Utility Theory
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Abstract: As the World Wide Web becomes a large source of digital music, the music recommendation system has got a great demand. There are several music recommendation systems for both …		 Han-Saem Park; Ji-Oh Yoo; Sung-Bae Cho; 2006-01-01
154 Compound Word Transformer: Learning to Compose Full-Song Music Over Dynamic Directed Hypergraphs
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Highlight: In this paper, we present a conceptually different approach that explicitly takes into account the type of the tokens, such as note types and metric types.		 Wen-Yi Hsiao; Jen-Yu Liu; Yin-Cheng Yeh; Yi-Hsuan Yang; aaai 2021-02-09
155 High Resolution Audio Synchronization Using Chroma Onset Features
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Abstract: The general goal of music synchronization is to automatically align the multiple information sources such as audio recordings, MIDI files, or digitized sheet music related to a …		 Sebastian Ewert; Meinard Müller; Peter Grosche; 2009 IEEE International Conference on Acoustics, Speech and … 2009-01-01
156 The Music Information Retrieval Evaluation EXchange (MIREX)
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 J. Stephen Downie; D-lib Magazine 2006-01-01
157 High-Resolution Direction Finding From Higher Order Statistics: The$2rm Q$-MUSIC Algorithm
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Abstract: From the beginning of the 1980s, many second-order (SO) high-resolution direction-finding methods, such as the MUSIC method (or 2-MUSIC), have been developed mainly to process …		 P. Chevalier; A. Ferreol; L. Albera; IEEE Transactions on Signal Processing 2006-01-01
158 Musical Genre Classification Using Support Vector Machines
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Abstract: Automatic musical genre classification is very useful for music indexing and retrieval. In this paper, an efficient and effective automatic musical genre classification approach …		 Changsheng Xu; Namunu Chinthaka Maddage; Xi Shao; Fang Cao; Qi Tian; 2003 IEEE International Conference on Acoustics, Speech, … 2003-01-01
159 The Way It Sounds: Timbre Models for Analysis and Retrieval of Music Signals
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Abstract: Electronic Music Distribution is in need of robust and automatically extracted music descriptors. An important attribute of a piece of polyphonic music is what is commonly …		 J. Aucouturier; F. Pachet; M. Sandler; IEEE Transactions on Multimedia 2005-12-01
160 The MUSIC Algorithm For Sparse Objects: A Compressed Sensing Analysis
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Highlight: The MUSIC algorithm, with its extension for imaging sparse {\em extended} objects, is analyzed by compressed sensing (CS) techniques.		 Albert C. Fannjiang; arxiv-cs.IT 2010-06-08
161 Direction-of-Arrival Estimation for Nonuniform Sensor Arrays: From Manifold Separation to Fourier Domain MUSIC Methods
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Abstract: In this paper, the problem of spectral search-free direction-of-arrival (DOA) estimation in arbitrary nonuniform sensor arrays is addressed. In the first part of the paper, we …		 Michael Rübsamen; Alex B. Gershman; IEEE Transactions on Signal Processing 2009-01-01
162 Learning Content Similarity For Music Recommendation
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Highlight: In this article, we propose a method for optimizing contentbased similarity by learning from a sample of collaborative filter data.		 Brian McFee; Luke Barrington; Gert Lanckriet; arxiv-cs.MM 2011-05-11
163 Simultaneous Estimation of Chords and Musical Context From Audio
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Abstract: Chord labels provide a concise description of musical harmony. In pop and jazz music, a sequence of chord labels is often the only written record of a song, and forms the basis of …		 Matthias Mauch; Simon Dixon; IEEE Transactions on Audio, Speech, and Language Processing 2010-01-01
164 Media Segmentation Using Self-similarity Decomposition
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Abstract: We present a framework for analyzing the structure of digital media streams. Though our methods work for video, text, and audio, we concentrate on detecting the structure of …		 Jonathan Foote; Matthew L. Cooper; 2003-01-01
165 Using Transportation Distances for Measuring Melodic Similarity
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Abstract: Most of the existing methods for measuring melodic similarity use one-dimensional textual representations of music notation, so that melodic similarity can be measured by …		 Rainer Typke; Panos Giannopoulos; Remco C. Veltkamp; Frans Wiering; René van Oostrum; 2003-01-01
166 Dance with Melody: An LSTM-autoencoder Approach to Music-oriented Dance Synthesis
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Abstract: Dance is greatly influenced by music. Studies on how to synthesize music-oriented dance choreography can promote research in many fields, such as dance teaching and human behavior …		 Taoran Tang; Jia Jia; Hanyang Mao; Proceedings of the 26th ACM international conference on … 2018-01-01
167 A Survey of Music Similarity and Recommendation from Music Context Data
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Abstract: In this survey article, we give an overview of methods for music similarity estimation and music recommendation based on music context data. Unlike approaches that rely on music …		 Peter Knees; Markus Schedl; ACM Transactions on Multimedia Computing, Communications, … 2013-01-01
168 Ground-truth Transcriptions of Real Music from Force-aligned MIDI Syntheses
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Abstract: Many modern polyphonic music transcription algorithms are presented in a statistical pattern recognition framework. But without a large corpus of real-world music transcribed at …		 Robert J. Turetsky; Daniel P. W. Ellis; 2003-01-01
169 Support Vector Machine Active Learning for Music Retrieval
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Abstract: Searching and organizing growing digital music collections requires a computational model of music similarity. This paper describes a system for performing flexible music …		 Michael I. Mandel; Graham E. Poliner; Daniel P. W. Ellis; Multimedia Systems 2006-01-01
170 Understanding Music with AI: Perspectives on Music Cognition
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Abstract: Part 1 Two views on cognitive musicology: artificial intelligence and music – cornerstone of cognitive musicology, O. Laske beyond computational musicology, P. Kugel. Part 2 …		 Mira Balaban; Kermal Ebcioğlu; Otto E. Laske; Computer Music Journal 1992-01-01
171 Scaling Up Music Playlist Generation
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Abstract: The issue of generating automatically sequences of music titles that satisfy arbitrary criteria such as user preferences has gained interest recently, because of the numerous …		 Jean-Julien Aucouturier; François Pachet; Proceedings. IEEE International Conference on Multimedia … 2002-01-01
172 Audio Cover Song Identification and Similarity: Background, Approaches, Evaluation, and Beyond
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Abstract: A cover version is an alternative rendition of a previously recorded song. Given that a cover may differ from the original song in timbre, tempo, structure, key, arrangement, or …		 Joan Serrà; Emilia Gómez; Perfecto Herrera; 2010-01-01
173 Discovering Nontrivial Repeating Patterns in Music Data
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Abstract: A repeating pattern in music data is defined as a sequence of notes which appears more than once in a music object. The themes are a typical kind of repeating patterns. The themes …		 Jia-Lien Hsu; Chih-Chin Liu; Arbee L. P. Chen; IEEE Trans. Multim. 2001-01-01
174 Spotify — Large Scale, Low Latency, P2P Music-on-Demand Streaming
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Abstract: Spotify is a music streaming service offering low-latency access to a library of over 8 million music tracks. Streaming is performed by a combination of client-server access and a …		 Gunnar Kreitz; Fredrik Niemelä; 2010 IEEE Tenth International Conference on Peer-to-Peer … 2010-01-01
175 Improved Methods for Statistical Modelling of Monophonic Music
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Abstract: N-Gram based models have been used for a variety of musical tasks including computer-assisted composition, machine improvisation, music information retrieval, stylistic analysis …		 Marcus T. Pearce; Geraint A. Wiggins; Journal of New Music Research 2004-01-01
176 Real-time Speech and Music Classification By Large Audio Feature Space Extraction
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Abstract: This book reports on an outstanding thesis that has significantly advanced the state-of-the-art in the automated analysis and classification of speech and music. It defines …		 Florian Eyben; 2015-01-01
177 Language, Music, and Mind
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 Richard Parncutt; Diana Raffman; Computer Music Journal 1994-01-01
178 Fuzzy Forecasting Based on Fuzzy Time Series
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Abstract: This article presents an improved method of fuzzy time series to forecast university enrollments. The historical enrollment data of the University of Alabama were first adopted by …		 Hsuan-Shih Lee; Ming-Tao Chou; International Journal of Computer Mathematics 2004-01-01
179 Dancing‐to‐Music Character Animation
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Abstract: In computer graphics, considerable research has been conducted on realistic human motion synthesis. However, most research does not consider human emotional aspects, which often …		 Takaaki Shiratori; A. Nakazawa; K. Ikeuchi; Computer Graphics Forum 2006-09-01
180 Artist Detection in Music with Minnowmatch
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Abstract: In this paper we demonstrate the artist detection component of Minnowmatch, a machine listening and music retrieval engine. Minnowmatch (Mima) automatically determines various …		 Brian Whitman; Gary W. Flake; Steve Lawrence; Neural Networks for Signal Processing XI: Proceedings of … 2001-01-01
181 Automatic Music Classification and Summarization
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Abstract: Automatic music classification and summarization are very useful to music indexing, content-based music retrieval and on-line music distribution, but it is a challenge to extract …		 Changsheng Xu; Namunu Chinthaka Maddage; Xi Shao; IEEE Transactions on Speech and Audio Processing 2005-01-01
182 An Ethnographic Study of Music Information Seeking: Implications for The Design of A Music Digital Library
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Abstract: At present, music digital library systems are being developed based on anecdotal evidence of user needs, intuitive feelings for user information seeking behavior, and a priori …		 Nina Reeves; Matthew Britland; 2003 Joint Conference on Digital Libraries, 2003. … 2003-01-01
183 Content-based Music Similarity Search and Emotion Detection
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Abstract: The paper investigates the use of acoustic based features for music information retrieval. Two specific problems are studied: similarity search (searching for music sound files …		 Tao Li; Mitsunori Ogihara; 2004 IEEE International Conference on Acoustics, Speech, … 2004-01-01
184 A Generative Model for Music Transcription
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Abstract: In this paper, we present a graphical model for polyphonic music transcription. Our model, formulated as a dynamical Bayesian network, embodies a transparent and computationally …		 Ali Taylan Cemgil; Hilbert J. Kappen; David Barber; IEEE Transactions on Audio, Speech, and Language Processing 2006-01-01
185 Improving Mood Classification in Music Digital Libraries By Combining Lyrics and Audio
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Abstract: Mood is an emerging metadata type and access point in music digital libraries (MDL) and online music repositories. In this study, we present a comprehensive investigation of the …		 Xiao Hu; J. Stephen Downie; 2010-01-01
186 Instrument Recognition in Polyphonic Music Based on Automatic Taxonomies
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Abstract: We propose a new approach to instrument recognition in the context of real music orchestrations ranging from solos to quartets. The strength of our approach is that it does not …		 Slim Essid; Gaël Richard; Bertrand David; IEEE Transactions on Audio, Speech, and Language Processing 2006-01-01
187 Content-based Methods for The Management of Digital Music
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Abstract: The literature on content-based music retrieval has largely finessed acoustic issues by using MIDI format music. This paper however considers content-based classification and …		 David Pye; 2000 IEEE International Conference on Acoustics, Speech, … 2000-01-01
188 Recognition of Music Types
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Abstract: This paper describes a music type recognition system that can be used to index and search in multimedia databases. A new approach to temporal structure modeling is supposed. The …		 Hagen Soltau; Tanja Schultz; Martin Westphal; Alexander H. Waibel; Proceedings of the 1998 IEEE International Conference on … 1998-01-01
189 Sonic City: The Urban Environment As A Musical Interface
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Abstract: In the project Sonic City, we have developed a system that enables users to create electronic music in real time by walking through and interacting with the urban environment. We …		 L. Gaye; R. Mazé; L. Holmquist; New Interfaces for Musical Expression 2003-05-22
190 Multi-Level and Multi-Scale Feature Aggregation Using Pretrained Convolutional Neural Networks for Music Auto-Tagging
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Abstract: Music auto-tagging is often handled in a similar manner to image classification by regarding the two-dimensional audio spectrogram as image data. However, music auto-tagging is …		 Jongpil Lee; Juhan Nam; IEEE Signal Processing Letters 2017-01-01
191 Ranking-Based Emotion Recognition for Music Organization and Retrieval
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Abstract: Determining the emotion of a song that best characterizes the affective content of the song is a challenging issue due to the difficulty of collecting reliable ground truth data …		 Yi-Hsuan Yang; Homer H. Chen; IEEE Transactions on Audio, Speech, and Language Processing 2011-01-01
192 A Critical Survey of Music Image Analysis
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Abstract: The research literature concerning the automatic analysis of images of printed and handwritten music notation, for the period 1966 through 1990, is surveyed and critically …		 Dorothea Blostein; Henry S. Baird; 1992-01-01
193 Content-based Retrieval For Music Collections
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Abstract: No abstract available. …		 Yuen-Hsien Tseng; sigir 1999-07-29
194 Content-based Music Structure Analysis with Applications to Music Semantics Understanding
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Abstract: In this paper, we present a novel approach for music structure analysis. A new segmentation method, beat space segmentation, is proposed and used for music chord detection and …		 Namunu Chinthaka Maddage; Changsheng Xu; Mohan S. Kankanhalli; Xi Shao; 2004-01-01
195 Zipf’s Law, Music Classification, and Aesthetics
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 BILL Z. MANARIS et. al. Computer Music Journal 2005-01-01
196 Creating A Multitrack Classical Music Performance Dataset for Multimodal Music Analysis: Challenges, Insights, and Applications
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Abstract: We introduce a dataset for facilitating audio-visual analysis of music performances. The dataset comprises 44 simple multi-instrument classical music pieces assembled from …		 Bochen Li; Xinzhao Liu; Karthik Dinesh; Zhiyao Duan; Gaurav Sharma; IEEE Transactions on Multimedia 2019-01-01
197 Wireless Sensor Interface and Gesture-follower for Music Pedagogy
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Abstract: We present in this paper a complete gestural interface built to support music pedagogy. The development of this prototype concerned both hardware and software components: a small …		 Frédéric Bevilacqua; Fabrice Guédy; Norbert Schnell; Emmanuel Fléty; Nicolas Leroy; 2007-01-01
198 Music Emotion Classification and Context-based Music Recommendation
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Abstract: Context-based music recommendation is one of rapidly emerging applications in the advent of ubiquitous era and requires multidisciplinary efforts including low level feature …		 Byeong-jun Han; Seungmin Rho; Sanghoon Jun; Eenjun Hwang; Multimedia Tools and Applications 2009-01-01
199 Implementing “A Generative Theory of Tonal Music”
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Abstract: This paper proposes a music analysing system called the automatic time-span tree analyser (ATTA). ATTA derives a time-span tree that assigns a hierarchy of “structural importance” …		 M. Hamanaka; K. Hirata; S. Tojo; Journal of New Music Research 2006-12-01
200 On Effective Location-Aware Music Recommendation
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Abstract: Rapid advances in mobile devices and cloud-based music service now allow consumers to enjoy music anytime and anywhere. Consequently, there has been an increasing demand in …		 Zhiyong Cheng; Jialie Shen; ACM Trans. Inf. Syst. 2016-01-01
201 Boosting Nested Cascade Detector for Multi-view Face Detection
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Abstract: A novel nested cascade detector for multi-view face detection is presented. This nested cascade is learned by Schapire and Singer’s to improved boosting algorithms that use …		 Chang Huang; Haizhou Ai; Bo Wu; Shihong Lao; Proceedings of the 17th International Conference on Pattern … 2004-01-01
202 MusicBrainz: A Semantic Web Service
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Abstract: Music has always caught the public’s imagination. From dreams of a giant jukebox in the sky over the Information Superhighway to the debate about Napster, music has always been …		 Aaron Swartz; IEEE Intell. Syst. 2002-01-01
203 Learning A Gaussian Process Prior For Automatically Generating Music Playlists
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 John C. Platt; Christopher J. C. Burges; Steven Swenson; Christopher Weare; Alice Zheng; nips 2001-12-30
204 A Functional Taxonomy Of Music Generation Systems
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Highlight: We present a functional taxonomy for music generation systems with reference to existing systems.		 Dorien Herremans; Ching-Hua Chuan; Elaine Chew; arxiv-cs.SD 2018-12-10
205 An ‘In The Wild’ Experiment on Presence and Embodiment Using Consumer Virtual Reality Equipment
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Abstract: Consumer virtual reality systems are now becoming widely available. We report on a study on presence and embodiment within virtual reality that was conducted `in the wild’, in …		 A. STEED et. al. IEEE Transactions on Visualization and Computer Graphics 2016-04-21
206 The Neglected User in Music Information Retrieval Research
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Abstract: Personalization and context-awareness are highly important topics in research on Intelligent Information Systems. In the fields of Music Information Retrieval (MIR) and Music …		 Markus Schedl; Arthur Flexer; Julián Urbano; Journal of Intelligent Information Systems 2013-01-01
207 Harvard Dictionary Of Music
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Abstract: Thank you very much for downloading harvard dictionary of music. Maybe you have knowledge that, people have search numerous times for their chosen readings like this harvard …		 Sara Weiss; 2016-01-01
208 Popular Music Retrieval By Detecting Mood
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Abstract: No abstract available. …		 Yazhong Feng; Yueting Zhuang; Yunhe Pan; sigir 2003-07-29
209 Song From PI: A Musically Plausible Network For Pop Music Generation
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Highlight: We present a novel framework for generating pop music.		 Hang Chu; Raquel Urtasun; Sanja Fidler; arxiv-cs.SD 2016-11-10
210 ESSENTIA: An Open-source Library for Sound and Music Analysis
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Abstract: We present Essentia 2.0, an open-source C++ library for audio analysis and audio-based music information retrieval released under the Affero GPL license. It contains an extensive …		 DMITRY BOGDANOV et. al. 2013-01-01
211 Music, Mind, and Brain: The Neuropsychology of Music
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 Curtis Roads; Manfred Clynes; Computer Music Journal 1983-01-01
212 A Music Search Engine Built Upon Audio-based And Web-based Similarity Measures
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Highlight: An approach is presented to automatically build a search engine for large-scale music collections that can be queried through natural language.		 Peter Knees; Tim Pohle; Markus Schedl; Gerhard Widmer; sigir 2007-07-29
213 Towards A Digital Library of Popular Music
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Abstract: Digital libraries of music have the potential to capture popular imagination in ways that more scholarly libraries cannot. We are working towards a comprehensive digital library …		 David Bainbridge; Craig G. Nevill-Manning; Ian H. Witten; Lloyd A. Smith; Rodger J. McNab; 1999-01-01
214 MIDI-VAE: Modeling Dynamics And Instrumentation Of Music With Applications To Style Transfer
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Highlight: We introduce MIDI-VAE, a neural network model based on Variational Autoencoders that is capable of handling polyphonic music with multiple instrument tracks, as well as modeling the dynamics of music by incorporating note durations and velocities.		 Gino Brunner; Andres Konrad; Yuyi Wang; Roger Wattenhofer; arxiv-cs.SD 2018-09-20
215 The Aesthetics and History of The Hub: The Effects of Changing Technology on Network Computer Music
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Abstract: The author, a member of the group the Hub, discusses the aesthetic and performance history of the group and related San Francisco Bay Area live interactive music performance …		 Scot Gresham-Lancaster; Leonardo Music Journal 1998-01-01
216 Low-Complexity DOA Estimation Based on Compressed MUSIC and Its Performance Analysis
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Abstract: This paper presents a new computationally efficient method for direction-of-arrival (DOA) estimation with arbitrary arrays. The total angular field-of-view is first divided into …		 Fenggang Yan; Ming Jin; Xiaolin Qiao; IEEE Transactions on Signal Processing 2013-01-01
217 Improved Music Perception with Explicit Pitch Coding in Cochlear Implants
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Abstract: Music perception and appraisal is very poor in cochlear implant (CI) subjects partly because (musical) pitch is inadequately transmitted by the current clinically used sound …		 Johan Laneau; Jan Wouters; Marc Moonen; Audiology and Neurotology 2006-01-01
218 Non-negative Matrix Factorization Based Compensation of Music for Automatic Speech Recognition
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Abstract: This paper proposes to use non-negative matrix factorization based speech enhancement in robust automatic recognition of mixtures of speech and music. We represent magnitude …		 B. Raj; T. Virtanen; S. Chaudhuri; Rita Singh; Interspeech 2010-01-01
219 The Unfairness Of Popularity Bias In Music Recommendation: A Reproducibility Study
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Highlight: In this paper, we reproduce the analyses of Abdollahpouri et al. in the context of music recommendation.		 Dominik Kowald; Markus Schedl; Elisabeth Lex; arxiv-cs.IR 2019-12-10
220 Automatic Music Transcription and Audio Source Separation
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Abstract: In this article, we give an overview of a range of approaches to the analysis and separation of musical audio. In particular, we consider the problems of automatic music …		 MARK D. PLUMBLEY et. al. Cybernetics and Systems 2002-01-01
221 GhostWriter: Using An LSTM For Automatic Rap Lyric Generation
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 Peter Potash; Alexey Romanov; Anna Rumshisky; emnlp 2015-12-30
222 Semantic Analysis of Song Lyrics
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Abstract: We explore the use of song lyrics for automatic indexing of music. Using lyrics mined from the Web, we apply a standard text processing technique to characterize their semantic …		 Beth Logan; A. Kositsky; Pedro J. Moreno; 2004 IEEE International Conference on Multimedia and Expo … 2004-01-01
223 Conditional LSTM-GAN for Melody Generation from Lyrics
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Highlight: Most importantly, we propose a novel deep generative model, conditional Long Short-Term Memory – Generative Adversarial Network (LSTM-GAN) for melody generation from lyrics, which contains a deep LSTM generator and a deep LSTM discriminator both conditioned on lyrics. To address this problem, we create a large dataset consisting of 12,197 MIDI songs each with paired lyrics and melody alignment through leveraging different music sources where alignment relationship between syllables and music attributes is extracted.		 Yi Yu; Abhishek Srivastava; Simon Canales; arxiv-cs.AI 2019-08-15
224 Foley Music: Learning To Generate Music From Videos
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Highlight: In this paper, we introduce Foley Music, a system that can synthesize plausible music for a silent video clip about people playing musical instruments.		 Chuang Gan; Deng Huang; Peihao Chen; Joshua B. Tenenbaum; Antonio Torralba; eccv 2020-08-21
225 Sync or Swarm: Improvising Music in A Complex Age
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 James Harley; 2007-01-01
226 Deep Learning-based Late Fusion of Multimodal Information for Emotion Classification of Music Video
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Abstract: Affective computing is an emerging area of research that aims to enable intelligent systems to recognize, feel, infer and interpret human emotions. The widely spread online and …		 Yagya Raj Pandeya; Joonwhoan Lee; Multimedia Tools and Applications 2021-01-01
227 User-centered Design of A Social Game to Tag Music
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Abstract: We present Herd It, a competitive, online, multi-player game that has the implicit benefit of collecting tags for music. We describe Herd It’s user-centered design process and …		 Luke Barrington; Damien O’Malley; Douglas Turnbull; Gert Lanckriet; 2009-01-01
228 Music Representation Issues,Techniques,and Systems
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Abstract: Music offers a challenging array of representation problems. As an art form, music is distinguished by the presence of many relationships that can be treated mathematically, …		 Roger B. Dannenberg; Computer Music Journal 1993-01-01
229 Electronic and Computer Music
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 William M. Hartmann; 2007-01-01
230 POP909: A Pop-song Dataset For Music Arrangement Generation
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Highlight: In this paper, we propose POP909, a dataset which contains multiple versions of the piano arrangements of 909 popular songs created by professional musicians.		 ZIYU WANG et. al. arxiv-cs.SD 2020-08-17
231 A Probabilistic Music Recommender Considering User Opinions and Audio Features
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 Qing Li; Sung-Hyon Myaeng; Byeong Man Kim; Inf. Process. Manag. 2007-01-01
232 Personalization of User Profiles for Content-based Music Retrieval Based on Relevance Feedback
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Abstract: Numerous efforts on content-based music information retrieval have been presented in recent years. However, the object of such existing research is to retrieve a specific song …		 Keiichiro Hoashi; Kazunori Matsumoto; Naomi Inoue; 2003-01-01
233 Music Drives Brain Plasticity
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Abstract: Music is becoming more and more of an issue in the cognitive neurosciences. A major finding in this research area is that musical practice is associated with structural and …		 Lutz Jäncke; F1000 Biology Reports 2009-01-01
234 MusicBox: Personalized Music Recommendation Based on Cubic Analysis of Social Tags
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Abstract: Social tagging is becoming increasingly popular in music information retrieval (MIR). It allows users to tag music items like songs, albums, or artists. Social tags are valuable …		 Alexandros Nanopoulos; Dimitrios Rafailidis; Panagiotis Symeonidis; Yannis Manolopoulos; IEEE Transactions on Audio, Speech, and Language Processing 2010-01-01
235 The Internet Is Changing The Music Industry
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Abstract: An emerging distribution paradigm is redefining the roles of traditional music retailers, tightening competition within the industry and allowing more efficient ways for consumers …		 Calvin K. M. Lam; Bernard C. Y. Tan; Communications of the ACM 2001-01-01
236 Spike Frequency Adaptation Affects The Synchronization Properties of Networks of Cortical Oscillators
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Abstract: Oscillations in many regions of the cortex have common temporal characteristics with dominant frequencies centered around the 40 Hz (gamma) frequency range and the 510 Hz (theta) …		 Sharon Crook; Bard Ermentrout; James M. Bower; Neural Computation 1998-01-01
237 Vox Populi: An Interactive Evolutionary System for Algorithmic Music Composition
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Abstract: While recent techniques of digital sound synthesis have put numerous new sounds on the musician’s desktop, several artificial-intelligence (AI) techniques have also been applied …		 Artemis Moroni; Jnatas Manzolli; Fernando Von Zuben; Ricardo Gudwin; Leonardo Music Journal 2000-01-01
238 Multiple-Instance Learning for Music Information Retrieval
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Abstract: Multiple-instance learning algorithms train classifiers from lightly supervised data, i.e. labeled collections of items, rather than labeled items. We compare the …		 Michael I. Mandel; Daniel P. W. Ellis; 2008-01-01
239 Multi-label Classification of Music By Emotion
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Abstract: This work studies the task of automatic emotion detection in music. Music may evoke more than one different emotion at the same time. Single-label classification and regression …		 Konstantinos Trohidis; Grigorios Tsoumakas; George Kalliris; Ioannis P. Vlahavas; EURASIP J. Audio Speech Music. Process. 2011-01-01
240 High-Resolution Through-the-Wall Radar Imaging Using Beamspace MUSIC
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Abstract: The MUSIC algorithm is a high-resolution direction finding technique which has been successfully applied to enhance radar imaging in inverse synthetic aperture radar (ISAR). …		 Yeo-Sun Yoon; M.G. Amin; IEEE Transactions on Antennas and Propagation 2008-01-01
241 An Innovative Three-dimensional User Interface for Exploring Music Collections Enriched
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Abstract: We present a novel, innovative user interface to music repositories. Given an arbitrary collection of digital music files, our system creates a virtual landscape which allows the …		 Peter Knees; Markus Schedl; Tim Pohle; Gerhard Widmer; 2006-01-01
242 A Simple Latency-dependent Spiking-neuron Model of Cricket Phonotaxis
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Abstract: Abstract. A simple hypothesis regarding the recognition behaviour of crickets for conspecific songs is implemented in a dynamic simulation of spiking neurons and tested on a robot …		 Barbara Webb; Tom W. Scutt; Biological Cybernetics 2000-01-01
243 Music Sharing As A Computer Supported Collaborative Application
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Abstract: New computer applications, such as the infamous Napster system enable the sharing of music over the Internet, with limited communication around this sharing activity This paper …		 Barry A. T. Brown; Abigail Sellen; Erik Geelhoed; 2001-01-01
244 Improving Automatic Music Tag Annotation Using Stacked Generalization of Probabilistic SVM Outputs
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Abstract: Music listeners frequently use words to describe music. Personalized music recommendation systems such as Last.fm and Pandora rely on manual annotations (tags) as a mechanism for …		 Steven R. Ness; Anthony Theocharis; George Tzanetakis; Luis Gustavo Martins; 2009-01-01
245 Grammars As Representations for Music
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 C. Roads; Paul Wieneke; Computer Music Journal 1979-01-01
246 Content-based Music Audio Recommendation
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Abstract: We present the MusicSurfer, a metadata free system for the interaction with massive collections of music. MusicSurfer automatically extracts descriptions related to …		 Pedro Cano; Markus Koppenberger; Nicolas Wack; 2005-01-01
247 Cutting Music Source Separation Some Slakh: A Dataset To Study The Impact Of Training Data Quality And Quantity
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Highlight: In this paper, we present the synthesized Lakh dataset (Slakh) as a new tool for music source separation research.		 Ethan Manilow; Gordon Wichern; Prem Seetharaman; Jonathan Le Roux; arxiv-cs.SD 2019-09-18
248 An Interface for Melody Input
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Abstract: We present a software system, called Tunserver, which recognizes a musical tune whistled by the user, finds it in a database, and returns its name, composer, and other …		 Lutz Prechelt; Rainer Typke; ACM Trans. Comput. Hum. Interact. 2001-01-01
249 Mobile Music Making
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Abstract: We present a system for collaborative musical creation on mobile wireless networks. The work extends on simple peer-to-peer file sharing systems towards ad-hoc mobility and …		 A. Tanaka; New Interfaces for Musical Expression 2004-06-01
250 Feature Selection for Content-based, Time-varying Musical Emotion Regression
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Abstract: In developing automated systems to recognize the emotional content of music, we are faced with a problem spanning two disparate domains: the space of human emotions and the …		 Erik M. Schmidt; Douglas Turnbull; Youngmoo E. Kim; 2010-01-01
251 Music Recommender Systems
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Abstract: This chapter gives an introduction to music recommender systems research. We highlight the distinctive characteristics of music, as compared to other kinds of media. We then …		 Markus Schedl; Peter Knees; Brian McFee; Dmitry Bogdanov; Marius Kaminskas; 2015-01-01
252 MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training
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Highlight: Inspired by the success of pre-training models in natural language processing, in this paper, we develop MusicBERT, a large-scale pre-trained model for music understanding. To this end, we construct a large-scale symbolic music corpus that contains more than 1 million music songs.		 MINGLIANG ZENG et. al. arxiv-cs.SD 2021-06-10
253 Melody Description and Extraction in The Context of Music Content Processing
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Abstract: A huge amount of audio data is accessible to everyone by on-line or off-line information services and it is necessary to develop techniques to automatically describe and deal with …		 Emilia Gómez; Anssi Klapuri; Benoît Meudic; Journal of New Music Research 2003-01-01
254 Music2Dance: DanceNet For Music-driven Dance Generation
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Highlight: In this paper, we propose a novel autoregressive generative model, DanceNet, to take the style, rhythm and melody of music as the control signals to generate 3D dance motions with high realism and diversity. To boost the performance of our proposed model, we capture several synchronized music-dance pairs by professional dancers, and build a high-quality music-dance pair dataset.		 Wenlin Zhuang; Congyi Wang; Siyu Xia; Jinxiang Chai; Yangang Wang; arxiv-cs.CV 2020-02-02
255 Using Rich Social Media Information for Music Recommendation Via Hypergraph Model
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Abstract: There are various kinds of social media information, including different types of objects and relations among these objects, in music social communities such as Last.fm and …		 SHULONG TAN et. al. ACM Trans. Multim. Comput. Commun. Appl. 2011-01-01
256 SISTEM INFORMASI PERSEDIAAN BARANG PADA ATHLETIC MUSIC & SPORTS
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Abstract: Athletic Music & Sports is a sales company located in Medan, North Sumatra. Athletic Music & Sports sells a variety of Music & Sports equipment. Therefore, Athletic Music & Sports …		 Giann Moses Lase; Emma Rosinta Simarmata; Duma Megaria Elisabeth; 2021-01-01
257 Optimization-based Automated Home Video Editing System
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Abstract: In this paper, we present an optimization-based system that automates home video editing. This system automatically selects suitable or desirable highlight segments from a set of …		 Xian-Sheng Hua; Lie Lu; HongJiang Zhang; IEEE Transactions on Circuits and Systems for Video … 2004-01-01
258 A Comprehensive Survey On Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, And Future Directions
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Highlight: Previous surveys have explored the network models employed in the field of automatic music generation.		 Shulei Ji; Jing Luo; Xinyu Yang; arxiv-cs.SD 2020-11-13
259 Alternate Distribution Strategies for Digital Music
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Abstract: Digitization of music has created opportunities to reengineer the supply chain and improve its efficiency.

But how will it play out? …

 G. Prem Premkumar; Commun. ACM 2003-01-01
260 Motivations and Methodologies for Automation of The Compositional Process
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Abstract: Our aim in this paper is to clarify the range of motivations that have inspired the development of computer programs for the composition of music. We consider this to be important …		 Marcus T. Pearce; David Meredith; Geraint A. Wiggins; Musicae Scientiae 2002-01-01
261 DanceFormer: Music Conditioned 3D Dance Generation with Parametric Motion Transformer
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Highlight: In this paper, we reformulate it by a two-stage process, i.e., a key pose generation and then an in-between parametric motion curve prediction, where the key poses are easier to be synchronized with the music beats and the parametric curves can be efficiently regressed to render fluent rhythm-aligned movements.		 Buyu Li; Yongchi Zhao; Shi Zhelun; Lu Sheng; aaai 2022-02-07
262 DanceFormer: Music Conditioned 3D Dance Generation with Parametric Motion Transformer
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Highlight: In this paper, we reformulate it by a two-stage process, ie, a key pose generation and then an in-between parametric motion curve prediction, where the key poses are easier to be synchronized with the music beats and the parametric curves can be efficiently regressed to render fluent rhythm-aligned movements.		 Buyu Li; Yongchi Zhao; Zhelun Shi; Lu Sheng; arxiv-cs.AI 2021-03-18
263 Mobile Music Technology: Report on An Emerging Community
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Abstract: The new field of mobile music emerges at the intersection of ubiquitous computing, portable audio technology and NIME. We have held a series of international workshop on this …		 Lalya Gaye; Lars Erik Holmquist; Frauke Behrendt; Atau Tanaka; 2006-01-01
264 DJ-MC: A Reinforcement-Learning Agent For Music Playlist Recommendation
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Highlight: In this work we present DJ-MC, a novel reinforcement-learning framework for music recommendation that does not recommend songs individually but rather song sequences, or playlists, based on a model of preferences for both songs and song transitions.		 Elad Liebman; Maytal Saar-Tsechansky; Peter Stone; arxiv-cs.LG 2014-01-08
265 Haskore Music Notation – An Algebra of Music –
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Abstract: We have developed a simple algebraic approach to music description and composition called Haskore. In this framework, musical objects consist of primitive notions such as notes …		 P. Hudak; Tom Makucevich; S. Gadde; Bo Whong; Journal of Functional Programming 1996-05-01
266 Query By Humming of Midi and Audio Using Locality Sensitive Hashing
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Abstract: This paper proposes a query by humming method based on locality sensitive hashing (LSH). The method constructs an index of melodic fragments by extracting pitch vectors from a …		 Matti Ryynänen; Anssi Klapuri; 2008 IEEE International Conference on Acoustics, Speech and … 2008-01-01
267 Exploring Automatic Music Annotation with acoustically-objective Tags
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Abstract: The task of automatically annotating music with text tags (referred to as autotagging) is vital to creating a large-scale semantic music discovery engine. Yet for an autotagging …		 D. Tingle; Youngmoo E. Kim; D. Turnbull; Multimedia Information Retrieval 2010-03-29
268 Robust Singing Detection in Speech/music Discriminator Design
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Abstract: In this paper, an approach for robust singing signal detection in speech/music discrimination is proposed and applied to applications of audio indexing. Conventional approaches in …		 Wu Chou; Liang Gu; 2001 IEEE International Conference on Acoustics, Speech, … 2001-01-01
269 Predictability Of Popularity: Gaps Between Prediction And Understanding
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Highlight: Can we predict the future popularity of a song, movie or tweet?		 Benjamin Shulman; Amit Sharma; Dan Cosley; arxiv-cs.SI 2016-03-30
270 Improvised Music with Swarms
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Abstract: This paper describes SWARMUSIC, an interactive music improviser. A particle swarm algorithm generates musical material by a mapping of particle positions onto events in MIDI …		 Tim Blackwell; Peter J. Bentley; Proceedings of the 2002 Congress on Evolutionary … 2002-01-01
271 Automatic Singer Recognition of Popular Music Recordings Via Estimation and Modeling of Solo Vocal Signals
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Abstract: In this paper, we investigate the problem of automatic singer identification, detection and tracking in popular music recordings with one or multiple singers. This problem …		 Wei-Ho Tsai; Hsin-Min Wang; IEEE Transactions on Audio, Speech, and Language Processing 2006-01-01
272 Large-Scale Cover Song Recognition Using The 2D Fourier Transform Magnitude
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Abstract: Large-scale cover song recognition involves calculating itemto-item similarities that can accommodate differences in timing and tempo, rendering simple Euclidean measures …		 Thierry Bertin-Mahieux; Daniel P. W. Ellis; 2012-01-01
273 A New Approach to Query By Humming in Music Retrieval
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Abstract: In this paper, we present a method for querying desired songs from music database by humming a tune. Since errors are inevitable in humming, tolerance should be considered. In …		 Lie Lu; Hong You; HongJiang Zhang; IEEE International Conference on Multimedia and Expo, 2001. … 2001-01-01
274 Communicating Graphical Information to Blind Users Using Music: The Role of Context
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Abstract: We describe the design and use of AUDIOGRAPH – a tool for investigating the use of music in the communication of graphical information to blind and partially sighted users. This …		 James L. Alty; Dimitris I. Rigas; Proceedings of the SIGCHI Conference on Human Factors in … 1998-01-01
275 Efficient Repeating Pattern Finding In Music Databases
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Abstract: No abstract available. …		 Jia-Lien Hsu; Arbee L. P. Chen; C.-C. Liu; cikm 1998-11-02
276 Topology of Music Recommendation Networks
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Abstract: We study the topology of several music recommendation networks, which arise from relationships between artist, co-occurrence of songs in play lists or experts’ recommendation. The …		 Pedro Cano; Oscar Celma; Markus Koppenberger; Javier M Buldú; Chaos 2006-01-01
277 Bottom-up Broadcast Neural Network For Music Genre Classification
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Highlight: Faced with the challenge of this issue, we fully exploit the low-level information from spectrograms of audios and develop a novel CNN architecture in this paper.		 Caifeng Liu; Lin Feng; Guochao Liu; Huibing Wang; Shenglan Liu; arxiv-cs.SD 2019-01-23
278 Real-time EEG-based Emotion Recognition for Music Therapy
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Abstract: Music could change our emotions, could have an influence on our mood, and finally could affect our health. Music therapy is one of the oldest methods used for treating some …		 Olga Sourina; Yisi Liu; Minh Khoa Nguyen; Journal on Multimodal User Interfaces 2011-01-01
279 Dance Revolution: Long-Term Dance Generation with Music Via Curriculum Learning
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Highlight: In this paper, we formalize the music-conditioned dance generation as a sequence-to-sequence learning problem and devise a novel seq2seq architecture to efficiently process long sequences of music features and capture the fine-grained correspondence between music and dance.		 RUOZI HUANG et. al. arxiv-cs.CV 2020-06-10
280 Heuristic Approach for Generic Audio Data Segmentation and Annotation
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Abstract: A real-time audio segmentation and indexing scheme is presented in this paper. Audio recordings are segmented and classified into basic audio types such as silence, speech, music, …		 Tong Zhang; C.-C. Jay Kuo; 1999-01-01
281 PopMAG: Pop Music Accompaniment Generation
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Highlight: To improve harmony, in this paper, we propose a novel MUlti-track MIDI representation (MuMIDI), which enables simultaneous multi-track generation in a single sequence and explicitly models the dependency of the notes from different tracks.		 YI REN et. al. mm 2020-10-12
282 Automatic Record Reviews
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Abstract: Record reviews provide a unique and focused source of linguistic data that can be related to musical recordings, to provide a basis for computational music understanding systems …		 Brian Whitman; Daniel P. W. Ellis; 2004-01-01
283 A Robust Predominant-F0 Estimation Method for Real-time Detection of Melody and Bass Lines in CD Recordings
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Abstract: This paper describes a robust method for estimating the fundamental frequency (F0) of melody and bass lines in monaural real-world musical audio signals containing sounds of …		 Masataka Goto; 2000 IEEE International Conference on Acoustics, Speech, … 2000-01-01
284 MusicSense: Contextual Music Recommendation Using Emotional Allocation Modeling
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Abstract: In this paper, we present a novel contextual music recommendation approach, MusicSense, to automatically suggest music when users read Web documents such as Weblogs. MusicSense …		 Rui Cai; Chao Zhang; Chong Wang; Lei Zhang; Wei-Ying Ma; 2007-01-01
285 An Automatic Singing Skill Evaluation Method for Unknown Melodies Using Pitch Interval Accuracy and Vibrato Features
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Abstract: This paper presents a method of evaluating singing skills that does not require score information of the sung melody. This requires an approach that is different from existing …		 Tomoyasu Nakano; Masataka Goto; Y. Hiraga; Interspeech 2006-01-01
286 Build Your Own Music Recommender By Modeling Internet Radio Streams
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Highlight: This work aims at significantly lowering the entry barrier for creating music recommenders, through a paradigm coupling a public data source and a new collaborative filtering (CF) model.		 Natalie Aizenberg; Yehuda Koren; Oren Somekh; www 2012-05-13
287 Contrastive Learning of Musical Representations
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Highlight: In this work, we introduce SimCLR to the music domain and contribute a large chain of audio data augmentations to form a simple framework for self-supervised, contrastive learning of musical representations: CLMR.		 Janne Spijkervet; John Ashley Burgoyne; arxiv-cs.SD 2021-03-16
288 Just-for-me: An Adaptive Personalization System For Location-aware Social Music Recommendation
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Highlight: In this demonstration, we present an intelligent system, called Just-for-Me, to facilitate accurate music recommendation based on where user presents.		 Zhiyong Cheng; Jialie Shen; Tao Mei; sigir 2014-07-29
289 Music Information Retrieval By Detecting Mood Via Computational Media Aesthetics
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Abstract: It is well known that music can convey emotion and modulate mood, to retrieve music by mood is sometimes the exclusive manner people select music to enjoy. We concentrate on music …		 Yazhong Feng; Yueting Zhuang; Yunhe Pan; Proceedings IEEE/WIC International Conference on Web … 2003-01-01
290 CVC-MUSCIMA: A Ground Truth of Handwritten Music Score Images for Writer Identification and Staff Removal
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Abstract: The analysis of music scores has been an active research field in the last decades. However, there are no publicly available databases of handwritten music scores for the research …		 Alicia Fornés; Anjan Dutta; Albert Gordo; Josep Lladós; International Journal on Document Analysis and Recognition … 2011-01-01
291 Hierarchical Filtering Method for Content-based Music Retrieval Via Acoustic Input
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Abstract: This paper presents an implementation of a content-based music retrieval system that can take a user’s acoustic input (8-second clip of singing or humming) via a microphone and …		 Jyh-Shing Roger Jang; Hong-Ru Lee; 2001-01-01
292 DeepDance: Music-to-Dance Motion Choreography With Adversarial Learning
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Abstract: The creation of improvised dancing choreographies is an important research field of cross-modal analysis. A key point of this task is how to effectively create and correlate music …		 GUOFEI SUN et. al. IEEE Transactions on Multimedia 2021-01-01
293 Bach in A Box: The Evolution of Four Part Baroque Harmony Using The Genetic Algorithm
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Abstract: The space of all possible musical compositions given the constraints of the standard Western tonal and rhythmic system is uncountably vast. We look at a small subsection of this …		 Ryan A. McIntyre; Proceedings of the First IEEE Conference on Evolutionary … 1994-01-01
294 A Comparison of Melodic Database Retrieval Techniques Using Sung Queries
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Abstract: Query-by-humming systems search a database of music for good matches to a sung, hummed, or whistled melody. Errors in transcription and variations in pitch and tempo can cause …		 Ning Hu; Roger B. Dannenberg; 2002-01-01
295 Personal Vs. Commercial Content: The Similarities Between Consumer Use of Photos and Music
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Abstract: We describe the results of two ethnographic-style studies that investigated consumer use of photos and music respectively. Although the studies were designed, executed, and …		 Frank Bentley; Crysta J. Metcalf; Gunnar Harboe; 2006-01-01
296 Accessible Digital Musical Instruments – A Review of Musical Interfaces in Inclusive Music Practice
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Abstract: Current advancements in music technology enable the creation of customized Digital Musical Instruments (DMIs). This paper presents a systematic review of Accessible Digital …		 Emma Frid; Multimodal Technol. Interact. 2019-01-01
297 Music for An Interactive Network of Microcomputers
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Abstract: In the following article we describe the music presented in concert on July 3rd, 1978 at the Blind Lemon, a small new music gallery in Berkeley, California. In Section I of this …		 John Bischoff; Rich Gold; Jim Horton; Computer Music Journal 1978-01-01
298 Analysis of Tonal Music: A Schenkerian Approach
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Abstract: Preface PART 1: BASIC PRINCIPLES 1. Introduction Beethoven, Piano Sonata, Op. 2, No. 1, I 2. Melody and Counterpoint Some Characteristics of Melody Counterpoint Structural Melody …		 Susan Tepping; 1998-01-01
299 Content Management for Electronic Music Distribution
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Abstract: Two approaches to distributing music on the Net—the hard way and the easy way—compete and complement each other in the quest for meaningful musical metadata. …		 François Pachet; Commun. ACM 2003-01-01
300 The Music Notepad
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Abstract: We present a system for entering common music notation based on 2D gestural input. The key feature of the system is the look-and-feel of the interface which approximates sketching …		 Andrew S. Forsberg; Mark Dieterich; Robert C. Zeleznik; 1998-01-01
301 Vocal Melody Extraction in The Presence of Pitched Accompaniment in Polyphonic Music
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Abstract: Melody extraction algorithms for single-channel polyphonic music typically rely on the salience of the lead melodic instrument, considered here to be the singing voice. However …		 Vishweshwara Rao; Preeti Rao; IEEE Transactions on Audio, Speech, and Language Processing 2010-01-01
302 Follow The Algorithm: An Exploratory Investigation of Music on YouTube
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 Massimo Airoldi; Davide Beraldo; Alessandro Gandini; Poetics 2016-01-01
303 Digital Star Dust: The Hoagy Carmichael Collection at Indiana University
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Abstract: Funded in part by the Institute of Museum and Library Services (IMLS), the Indiana University Digital Library Program and Archives of Traditional Music are completing a two-year …		 Kristine R. Brancolini; Jon W. Dunn; John A. Walsh; First Monday 2000-01-01
304 Emotion-based Music Recommendation By Association Discovery from Film Music
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Abstract: With the growth of digital music, the development of music recommendation is helpful for users. The existing recommendation approaches are based on the users’ preference on music. …		 Fang-Fei Kuo; Meng-Fen Chiang; Man-Kwan Shan; Suh-Yin Lee; 2005-01-01
305 Large-scale Cover Song Recognition Using Hashed Chroma Landmarks
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Abstract: Cover song recognition, also called version identification, can only be solved by exposing the underlying tonal content of music. Apart from obvious applications in copyright …		 Thierry Bertin-Mahieux; Daniel P. W. Ellis; 2011 IEEE Workshop on Applications of Signal Processing to … 2011-01-01
306 Repeating Pattern Discovery and Structure Analysis from Acoustic Music Data
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Abstract: Music and songs usually have repeating patterns and prominent structure. The automatic extraction of such repeating patterns and structure is useful for further music …		 Lie Lu; Muyuan Wang; HongJiang Zhang; 2004-01-01
307 Music Genres And Corporate Cultures
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Abstract: Thank you for reading music genres and corporate cultures. As you may know, people have look hundreds times for their chosen novels like this music genres and corporate cultures, …		 Phillipp Bergmann; 2016-01-01
308 Location-adapted Music Recommendation Using Tags
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Abstract: Context-aware music recommender systems are capable to suggest music items taking into consideration contextual conditions, such as the user mood or location, that may influence …		 Marius Kaminskas; Francesco Ricci; 2011-01-01
309 Studying The Song Development Process: Rationale and Methods
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Abstract: Abstract: Current technology makes it possible to measure song development continuously throughout a vocal ontogeny. Here we briefly review some of the problems involved and …		 O Tchernichovski; T J Lints; S Deregnaucourt; A Cimenser; P P Mitra; Annals of the New York Academy of Sciences 2004-01-01
310 Music Recommendation Based on Acoustic Features and User Access Patterns
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Abstract: Music recommendation is receiving increasing attention as the music industry develops venues to deliver music over the Internet. The goal of music recommendation is to present …		 Bo Shao; Mitsunori Ogihara; Dingding Wang; Tao Li; IEEE Transactions on Audio, Speech, and Language Processing 2009-01-01
311 Text-based LSTM Networks For Automatic Music Composition
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Highlight: In this paper, we introduce new methods and discuss results of text-based LSTM (Long Short-Term Memory) networks for automatic music composition.		 Keunwoo Choi; George Fazekas; Mark Sandler; arxiv-cs.AI 2016-04-18
312 Generating Polyphonic Music Using Tied Parallel Networks
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Abstract: We describe a neural network architecture which enables prediction and composition of polyphonic music in a manner that preserves translation-invariance of the dataset. …		 Daniel D. Johnson; 2017-01-01
313 The Spiral Array: An Algorithm for Determining Key Boundaries
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Abstract: Computer models for determining key boundaries are important tools for computer analysis of music, computational modeling of music cognition, content-based categorization and …		 Elaine Chew; 2002-01-01
314 PeriScope: An Effective Probing and Fuzzing Framework for The Hardware-OS Boundary
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Abstract: Author(s): Song, Dokyung; Hetzelt, Felicitas; Das, Dipanjan; Spensky, Chad; Na, Yeoul; Volckaert, Stijn; Vigna, Giovanni; Kruegel, Christopher; Seifert, Jean-Pierre; Franz, Michael …		 DOKYUNG SONG et. al. Proceedings 2019 Network and Distributed System Security … 2019-01-01
315 IPod Distraction: Effects of Portable Music-player Use on Driver Performance
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Abstract: Portable music players such as Apple’s iPod have become ubiquitous in many environments, but one environment in particular has elicited new safety concerns and challenges — …		 Dario D. Salvucci; Daniel Markley; Mark Zuber; Duncan P. Brumby; 2007-01-01
316 Popularity or Proximity: Characterizing The Nature of Social Influence in An Online Music Community
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Abstract: We study social influence in an online music community. In this community, users can listen to and favorite or like songs and follow the favoriting behavior of their social …		 Sanjeev Dewan; Yi-Jen Ho; Jui Ramaprasad; Inf. Syst. Res. 2017-01-01
317 Modeling Emotional Content of Music Using System Identification
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Abstract: Research was conducted to develop a methodology to model the emotional content of music as a function of time and musical features. Emotion is quantified using the dimensions …		 M.D. Korhonen; D.A. Clausi; M.E. Jernigan; IEEE Transactions on Systems, Man, and Cybernetics, Part B … 2005-01-01
318 Location-aware Music Recommendation Using Auto-tagging and Hybrid Matching
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Abstract: We propose a novel approach to context-aware music recommendation – recommending music suited for places of interest (POIs). The suggested hybrid approach combines two techniques …		 Marius Kaminskas; Francesco Ricci; Markus Schedl; Proceedings of the 7th ACM conference on Recommender systems 2013-01-01
319 An Introduction to Procedural Music in Video Games
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Abstract: This article outlines some of the procedural music techniques that have been used, are being used, and may be used in the future in video games. The author examines different …		 Karen Collins; Contemporary Music Review 2009-01-01
320 Automatic Transcription of Drum Loops
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Abstract: Recent efforts in audio indexing and retrieval in music databases mostly focus on melody. If this is appropriate for polyphonic music signals, specific approaches are needed for …		 Olivier Gillet; Gaël Richard; 2004 IEEE International Conference on Acoustics, Speech, … 2004-01-01
321 Emulation of Human Rhythm Perception
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Abstract: Most music is said to have a beat. When people describe music in this way, they mean that they can tap their feet to it, or dance to it, or somehow indicate their perception of …		 David Rosenthal; Computer Music Journal 1992-01-01
322 Dynamics of Brain Activity in Motor and Frontal Cortical Areas During Music Listening: A Magnetoencephalographic Study
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 Mihai Popescu; Asuka Otsuka; Andreas A. Ioannides; NeuroImage 2004-01-01
323 Memory of Music: Roles of Right Hippocampus and Left Inferior Frontal Gyrus
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 Takamitsu Watanabe; Sho Yagishita; Hideyuki Kikyo; NeuroImage 2008-01-01
324 Hierarchical Genre Classification for Large Music Collections
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Abstract: The rapid progress in digital music distribution has lead to the creation of large collections of music. There is a need for content-based music classification methods to organize …		 Stefan Brecheisen; Hans-Peter Kriegel; Peter Kunath; Alexey Pryakhin; 2006 IEEE International Conference on Multimedia and Expo 2006-01-01
325 Multimodal Signals: Enhancement and Constraint of Song Motor Patterns By Visual Display
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Abstract: Many birds perform visual signals during their learned songs, but little is known about the interrelationship between visual and vocal displays. We show here that male …		 Brenton G Cooper; Franz Goller; Science 2004-01-01
326 #nowplaying Music Dataset: Extracting Listening Behavior from Twitter
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Abstract: The extraction of information from online social networks has become popular in both industry and academia as these data sources allow for innovative applications. However, in the …		 Eva Zangerle; Martin Pichl; Wolfgang Gassler; Günther Specht; 2014-01-01
327 Perceptual Structures for Tonal Music
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Abstract: This article summarizes recent investigations into the psychological representation of pitch relations in tonal music. Evidence is found for the internalization of tonal structure …		 Carol L. Krumhansl; Music Perception: An Interdisciplinary Journal 1983-01-01
328 A Deep Multimodal Approach For Cold-start Music Recommendation
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Highlight: In this work we aim to address this so-called cold-start problem by combining text and audio information with user feedback data using deep network architectures.		 Sergio Oramas; Oriol Nieto; Mohamed Sordo; Xavier Serra; arxiv-cs.IR 2017-06-29
329 Music Instrument Recognition Using Deep Convolutional Neural Networks
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Abstract: AbstractMusical instruments identification in polyphonic is a challenge in music information retrieval. In proposed work, a deep convolution neural network framework for …		 Arun Solanki; Sachin Pandey; International Journal of Information Technology 2019-01-01
330 A Predominant-F/sub 0/ Estimation Method for CD Recordings: MAP Estimation Using EM Algorithm for Adaptive Tone Models
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Abstract: This paper describes a predominant-F/sub 0/ (fundamental frequency) estimation method called PreFEst, which can detect melody and bass lines in monaural audio signals containing …		 Masataka Goto; 2001 IEEE International Conference on Acoustics, Speech, … 2001-01-01
331 Compositional Strategies in Computer-Based Music-Making
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Abstract: Recent technological developments and the increasing impact of the media mean that listening to music and creative music making constitutes a major and integrated part of many …		 Göran Folkestad; David J. Hargreaves; Berner Lindström; British Journal of Music Education 1996-01-01
332 Music on YouTube: User Engagement with Traditional, User-appropriated and Derivative Videos
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 Lassi A. Liikkanen; Antti Salovaara; Comput. Hum. Behav. 2015-01-01
333 Adaptive Filtering for Music/voice Separation Exploiting The Repeating Musical Structure
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Abstract: The separation of the lead vocals from the background accompaniment in audio recordings is a challenging task. Recently, an efficient method called REPET (REpeating Pattern …		 Antoine Liutkus; Zafar Rafii; Roland Badeau; Bryan Pardo; Gaël Richard; 2012 IEEE International Conference on Acoustics, Speech and … 2012-01-01
334 Prosody Modeling for Automatic Speech Recognition and Understanding
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Abstract: This paper summarizes statistical modeling approaches for the use of prosody (the rhythm and melody of speech) in automatic recognition and understanding of speech. We outline …		 Elizabeth Shriberg; Andreas Stolcke; 2004-01-01
335 Research in Music and Artificial Intelligence
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Abstract: Although the boundaries of artificial intelligence (AI) remain elusive, computers can now perform musical tasks that were formerly associated exclusively with naturally …		 Curtis Roads; ACM Comput. Surv. 1985-01-01
336 Toward Multi-modal Music Emotion Classification
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Abstract: The performance of categorical music emotion classification that divides emotion into classes and uses audio features alone for emotion classification has reached a limit due to …		 YI-HSUAN YANG et. al. 2008-01-01
337 Tonal Representations for Music Retrieval: from Version Identification to Query-by-humming
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Abstract: In this study we compare the use of different music representations for retrieving alternative performances of the same musical piece, a task commonly referred to as version …		 Justin Salamon; Joan Serrà; Emilia Gómez; International Journal of Multimedia Information Retrieval 2012-01-01
338 Evaluation of A MUSIC-based Real-time Sound Localization of Multiple Sound Sources in Real Noisy Environments
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Abstract: With the goal of improving human-robot speech communication, the localization of multiple sound sources in the 3D-space based on the MUSIC algorithm was implemented and evaluated …		 Carlos Toshinori Ishi; Olivier Chatot; Hiroshi Ishiguro; Norihiro Hagita; 2009 IEEE/RSJ International Conference on Intelligent … 2009-01-01
339 Sonification Abstraite/Sonification Concrète: An ‘Aesthetic Perspective Space’ For Classifying Auditory Displays In The Ars Musica Domain
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Highlight: This paper discusses {\ae}sthetic issues of sonifications and the relationships between sonification (ars informatica) and music & sound art (ars musica).		 Paul Vickers; Bennett Hogg; arxiv-cs.HC 2013-11-21
340 Musical Genre Classification Using Melody Features Extracted from Polyphonic Music Signals
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Abstract: We present a new method for musical genre classification based on high-level melodic features that are extracted directly from the audio signal of polyphonic music. The features …		 Justin Salamon; Bruno Miguel Machado Rocha; Emilia Gómez; 2012 IEEE International Conference on Acoustics, Speech and … 2012-01-01
341 RETRACTED: Study on The Reform of “online and Offline” Mixed Music Education Model Under The 5G of The Times
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Abstract: In order to improve the ability of “online and offline” mixed music education integration and information fusion under the background of 5G times, combined with the big data …		 Yuqing Xiao; International Journal of Electrical Engineering & Education 2021-02-01
342 Automatic Singer Identification
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Abstract: The singer’s information is essential in organizing, browsing and retrieving music collections. In this paper, a system for automatic singer identification is developed which …		 Tong Zhang; 2003 International Conference on Multimedia and Expo. ICME … 2003-01-01
343 Multi-Singer: Fast Multi-Singer Singing Voice Vocoder With A Large-Scale Corpus
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Abstract: High-fidelity multi-singer singing voice synthesis is challenging for neural vocoder due to the singing voice data shortage, limited singer generalization, and large computational …		 RONGJIE HUANG et. al. Proceedings of the 29th ACM International Conference on … 2021-01-01
344 Music Databases: Indexing Techniques and Implementation
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Abstract: A music database with search-by-content ability is studied. Chords are used to represent music. The input fault tolerance ability is equipped with the chord-representation model. …		 Ta-Chun Chou; Arbee L. P. Chen; Chih-Chin Liu; Proceedings of International Workshop on Multimedia … 1996-01-01
345 End-to-end Lyrics Alignment For Polyphonic Music Using An Audio-to-Character Recognition Model
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Highlight: Here, we present a novel system based on a modified Wave-U-Net architecture, which predicts character probabilities directly from raw audio using learnt multi-scale representations of the various signal components.		 Daniel Stoller; Simon Durand; Sebastian Ewert; arxiv-cs.SD 2019-02-18
346 End-to-end Lyrics Alignment For Polyphonic Music Using An Audio-to-character Recognition Model
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Highlight: Here, we present a novel system based on a modified Wave-U-Net architecture, which predicts character probabilities directly from raw audio using learnt multi-scale representations of the various signal components.		 D. Stoller; S. Durand and S. Ewert; icassp 2019-05-11
347 DeepJ: Style-Specific Music Generation
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Highlight: In this paper, we introduce DeepJ – an end-to-end generative model that is capable of composing music conditioned on a specific mixture of composer styles.		 Huanru Henry Mao; Taylor Shin; Garrison W. Cottrell; arxiv-cs.SD 2018-01-02
348 Opencpop: A High-Quality Open Source Chinese Popular Song Corpus for Singing Voice Synthesis
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Highlight: This paper introduces Opencpop, a publicly available high-quality Mandarin singing corpus designed for singing voice synthesis (SVS).		 YU WANG et. al. arxiv-cs.SD 2022-01-19
349 Machine Learning Research That Matters for Music Creation: A Case Study
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Abstract: Research applying machine learning to music modelling and generation typically proposes model architectures, training methods and datasets, and gauges system performance using …		 BOB L. STURM et. al. Journal of New Music Research 2018-01-01
350 A Music Recommendation System Based on Music and User Grouping
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Abstract: In this paper, we present a music recommendation system, which provides a personalized service of music recommendation. The polyphonic music objects of MIDI format are first …		 Hung-Chen Chen; Arbee L. P. Chen; Journal of Intelligent Information Systems 2005-01-01
351 The Rebel
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Abstract: A collage of vintage lithograph prints was the foundation for this music video for The Rebel by Canadian musician Buck 65, whose music is the ideal audio for the visuals I was …		 Ben Logsdon; 2009-01-01
352 Interval and Contour in Melody Processing
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Abstract: Musician subjects were required to detect interval and contour changes in transposed versions of standard melodies of 3, 5, 7, 9,11,13, and 15 notes. Subjects were significantly …		 Judy Edworthy; Music Perception: An Interdisciplinary Journal 1985-01-01
353 Making Music with Algorithms: A Case-Study System
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Abstract: 19 Computer Music Journal, 23:2, pp. 19–30, Summer 1999 © 1999 Massachusetts Institute of Technology. Musicians, perhaps more so than any other group of artists, have always been …		 Kenneth McAlpine; Eduardo Miranda; Stuart G. Hoggar; Computer Music Journal 1999-01-01
354 Localization of Near-Field Sources: A Reduced-Dimension MUSIC Algorithm
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Abstract: In this letter, a reduced-dimension multiple signal classification (MUSIC) algorithm for near-field source localization (i.e., elevation angle and range) with uniform linear …		 Xiaofei Zhang; Weiyang Chen; Wang Zheng; Zhongxi Xia; Yunfei Wang; IEEE Communications Letters 2018-01-01
355 A Review of Factors Affecting Music Recommender Success
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Abstract: Much research has been published on musical taste, however, little has been studied by the builders of music recommenders. Implicit and explicit collaborative filtering has been …		 A. Uitdenbogerd; R. V. Schyndel; International Society for Music Information Retrieval … 2002-10-13
356 Automatically Analyzing and Organizing Music Archives
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Abstract: We are experiencing a tremendous increase in the amount of music being made available in digital form. With the creation of large multimedia collections, however, we need to …		 Andreas Rauber; Markus Frühwirth; 2001-01-01
357 A Corpus-Based Hybrid Approach To Music Analysis And Composition
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Highlight: We present a corpus-based hybrid approach to music analysis and composition, which incorporates statistical, connectionist, and evolutionary components.		 BILL MANARIS et. al. aaai 2007-12-30
358 Discovery of Distinctive Patterns in Music
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Abstract: This paper proposes a new view of pattern discovery in music: inductive querying a corpus for maximally general distinctive patterns. A pattern is distinctive if it is …		 Darrell Conklin; Intell. Data Anal. 2010-01-01
359 Exploring Vibrato-Motivated Acoustic Features for Singer Identification
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Abstract: Vibrato is a slightly tremulous effect imparted to vocal or instrumental tone for added warmth and expressiveness through slight variation in pitch. It corresponds to a periodic …		 Tin Lay Nwe; Haizhou Li; IEEE Transactions on Audio, Speech, and Language Processing 2007-01-01
360 IIIT-H System Submission for FIRE2014 Shared Task on Transliterated Search
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Abstract: This paper describes our submission for FIRE 2014 Shared Task on Transliterated Search. The shared task features two sub-tasks: Query word labeling and Mixed-script Ad hoc …		 Irshad Ahmad Bhat; Vandan Mujadia; Aniruddha Tammewar; Riyaz Ahmad Bhat; Manish Shrivastava; 2014-01-01
361 Sample-level CNN Architectures For Music Auto-tagging Using Raw Waveforms
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Highlight: In this paper, we improve the 1-D CNN architecture for music auto-tagging by adopting building blocks from state-of-the-art image classification models, ResNets and SENets, and adding multi-level feature aggregation to it.		 Taejun Kim; Jongpil Lee; Juhan Nam; arxiv-cs.SD 2017-10-28
362 Deciphering The Frozen Music in Building Architecture and Vice-versa Process
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Abstract: Efforts to discover the logic of unfreezing the music in architecture started with Vitruvius (80–15 BC) and were continued in the modern era by Iannis Xenakis, among many others. …		 Anu Sendhil; K. Muthukkumaran; M. Punniyamoorthy; A. VeerapandianS.; G. Sangeetha; Multimedia Tools and Applications 2020-01-01
363 Musicnn: Pre-trained Convolutional Neural Networks For Music Audio Tagging
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Highlight: These models can be used as out-of-the-box music audio taggers, as music feature extractors, or as pre-trained models for transfer learning.		 Jordi Pons; Xavier Serra; arxiv-cs.SD 2019-09-14
364 Pitch-frequency Histogram-based Music Information Retrieval for Turkish Music
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 Ali C. Gedik; Barış Bozkurt; Signal Process. 2010-01-01
365 Deep Learning in Music Recommendation Systems
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Abstract: Like in many other research areas, deep learning (DL) is increasingly adopted in music recommender systems (MRS). Deep neural networks are used in this area particularly for …		 Markus Schedl; Frontiers in Applied Mathematics and Statistics 2019-01-01
366 Review of Data Features-based Music Emotion Recognition Methods
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Abstract: The ability of music to induce or convey emotions ensures the importance of its role in human life. Consequently, research on methods for identifying the high-level emotion states …		 Xinyu Yang; Yizhuo Dong; Juan Li; Multimedia Systems 2017-01-01
367 Multichannel Music Separation with Deep Neural Networks
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Abstract: This article addresses the problem of multichannel music separation. We propose a framework where the source spectra are estimated using deep neural networks and combined with …		 Aditya Nugraha; Antoine Liutkus; Emmanuel Vincent; 2016 24th European Signal Processing Conference (EUSIPCO) 2016-01-01
368 Self-similarity of The 1/f Noise Called Music
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Abstract: Suggestions have been made that computer musicians should attempt to compose fractal music, and questions have been raised whether there is such a thing as fractal music. Voss and …		 K. Hsü; A. Hsü; Proceedings of the National Academy of Sciences of the … 1991-04-15
369 Perception-Based Data Processing in Acoustics: Applications to Music Information Retrieval and Psychophysiology
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Abstract: This monograph provides novel insights into cognitive mechanisms underlying the processing of sound and music in different environments. A solid understanding of these mechanisms …		 Bozena Kostek; 2005-01-01
370 Moodplay: Interactive Music Recommendation Based on Artists’ Mood Similarity
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 Ivana Andjelkovic; Denis Parra; John O’Donovan; Int. J. Hum. Comput. Stud. 2019-01-01
371 EyesWeb-toward Gesture and Affect Recognition in Dance/music Interactive Systems
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Abstract: The EyesWeb project concerns the development of a system for real-time analysis of full-body movement and gesture of one or more humans, with a particular focus on affect or …		 Antonio Camurri; Matteo Ricchetti; Riccardo Trocca; Proceedings IEEE International Conference on Multimedia … 1999-01-01
372 Exploring User Emotion in Microblogs for Music Recommendation
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 ShuiGuang Deng; Dongjing Wang; Xitong Li; Guandong Xu; Expert Syst. Appl. 2015-01-01
373 Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach
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Abstract: Over the last decade, music-streaming services have grown dramatically. Pandora, one company in the field, has pioneered and popularized streaming music by successfully deploying …		 Juhan Nam; Keunwoo Choi; Jongpil Lee; Szu-Yu Chou; Yi-Hsuan Yang; IEEE Signal Processing Magazine 2019-01-01
374 File Sharing As A Form of Music Consumption
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Abstract: Led by the development and widespread application of digital technology, consumers are able to duplicate as well as distribute digitized music products at almost no cost. Music …		 Chun-Yao Huang; International Journal of Electronic Commerce 2005-01-01
375 Combining Audio Content And Social Context For Semantic Music Discovery
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Highlight: This paper explores techniques for collecting and combining multiple sources of such information for the purpose of building a query-by-text music retrieval system.		 Douglas R. Turnbull; Luke Barrington; Gert Lanckriet; Mehrdad Yazdani; sigir 2009-07-29
376 The Jazz Transformer On The Front Line: Exploring The Shortcomings Of AI-composed Music Through Quantitative Measures
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Highlight: This paper presents the Jazz Transformer, a generative model that utilizes a neural sequence model called the Transformer-XL for modeling lead sheets of Jazz music.		 Shih-Lun Wu; Yi-Hsuan Yang; arxiv-cs.SD 2020-08-03
377 The Aesthetics of Interactive Computer Music
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Abstract: This article describes the aesthetics of interactive computer music and contrasts these with aesthetic assumptions of other genres of computer music. Interactive computer music is …		 Guy E. Garnett; Computer Music Journal 2001-01-01
378 Statistical Singing Voice Conversion with Direct Waveform Modification Based on The Spectrum Differential
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Abstract: This paper presents a novel statistical singing voice conversion (SVC) technique with direct waveform modification based on the spectrum differential that can convert voice timbre …		 Kazuhiro Kobayashi; T. Toda; Graham Neubig; S. Sakti; Satoshi Nakamura; Interspeech 2014-01-01
379 Content-based Tools for Editing Audio Stories
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Abstract: Audio stories are an engaging form of communication that combine speech and music into compelling narratives. Existing audio editing tools force story producers to manipulate …		 Steve Rubin; Floraine Berthouzoz; Gautham J. Mysore; Wilmot Li; Maneesh Agrawala; Proceedings of the 26th annual ACM symposium on User … 2013-01-01
380 Music Genre Classification with Taxonomy
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Abstract: Automatic music genre classification is a fundamental component of music information retrieval systems and has been gaining importance and enjoying a growing amount of attention …		 Tao Li; Mitsunori Ogihara; Proceedings. (ICASSP ’05). IEEE International Conference on … 2005-01-01
381 Music Genre Classification and Music Recommendation By Using Deep Learning
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Abstract: Today, music is a very important and perhaps inseparable part of people’s daily life. There are many genres of music and these genres are different from each other, resulting in …		 A. Elbir; N. Aydin; Electronics Letters 2020-01-01
382 An Investigation of Feature Models for Music Genre Classification Using The Support Vector Classifier
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Abstract: In music genre classification the decision time is typically of the order of several seconds, however, most automatic music genre classification systems focus on short time …		 Anders Meng; John Shawe-Taylor; 2005-01-01
383 Music Emotion Recognition By Multi-label Multi-layer Multi-instance Multi-view Learning
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Abstract: Music emotion recognition, which aims to automatically recognize the affective content of a piece of music, has become one of the key components of music searching, exploring, and …		 Bin Wu; Erheng Zhong; Andrew Horner; Qiang Yang; Proceedings of the 22nd ACM international conference on … 2014-01-01
384 Encoding Musical Style with Transformer Autoencoders
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Highlight: In this work, we present the Transformer autoencoder, which aggregates encodings of the input data across time to obtain a global representation of style from a given performance.		 Kristy Choi; Curtis Hawthorne; Ian Simon; Monica Dinculescu; Jesse Engel; icml 2020-07-11
385 XiaoIce Band: A Melody And Arrangement Generation Framework For Pop Music
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Highlight: We propose an end-to-end melody and arrangement generation framework, called XiaoIce Band, which generates a melody track with several accompany tracks played by several types of instruments.		 HONGYUAN ZHU et. al. kdd 2018-08-26
386 Melody Line Estimation in Homophonic Music Audio Signals Based on Temporal-variability of Melodic Source
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Abstract: Estimation of melody line in homophonic music audio signals is a challenging subject of study. Some of the difficulties are derived from presence of accompanying components. To …		 Hideyuki Tachibana; Takuma Ono; Nobutaka Ono; Shigeki Sagayama; 2010 IEEE International Conference on Acoustics, Speech and … 2010-01-01
387 Randomly Weighted CNNs For (music) Audio Classification
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Highlight: Following this idea, we study how non-trained (randomly weighted) convolutional neural networks perform as feature extractors for (music) audio classification tasks.		 Jordi Pons; Xavier Serra; arxiv-cs.SD 2018-05-01
388 Improving Music Genre Classification By Short Time Feature Integration
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Abstract: Many different short-time features, using time windows of 10-30 ms, have been proposed for music segmentation, retrieval and genre classification. However, often the available …		 Anders Meng; Peter Ahrendt; Jan Larsen; Proceedings. (ICASSP ’05). IEEE International Conference on … 2005-01-01
389 Audio Features for Music Emotion Recognition: A Survey
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Abstract: The design of meaningful audio features is a key need to advance the state-of-the-art in Music Emotion Recognition (MER). This work presents a survey on the existing …		 Renato Panda; Ricardo Manuel Malheiro; Rui Pedro Paiva; IEEE Transactions on Affective Computing 2020-01-01
390 Randomly Weighted CNNs For (Music) Audio Classification
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Highlight: Following this idea, we study how non-trained (randomly weighted) convolutional neural networks perform as feature extractors for (music) audio classification tasks.		 J. Pons and X. Serra; icassp 2019-05-11
391 Representation and Discovery of Vertical Patterns in Music
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Abstract: The automated discovery of recurrent patterns in music is a fundamental task in computational music analysis. This paper describes a new method for discovering patterns in the …		 Darrell Conklin; 2002-01-01
392 An Automatic Pitch Analysis Method for Turkish Maqam Music
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Abstract: Automatic pitch analysis of large audio databases is essential for studies on music information retrieval and developing a pitch scale theory for Turkish maqam music. However no …		 Baris Bozkurt; Journal of New Music Research 2008-01-01
393 A Modeling of Singing Voice Robust to Accompaniment Sounds and Its Application to Singer Identification and Vocal-Timbre-Similarity-Based Music Information Retrieval
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Abstract: This paper describes a method of modeling the characteristics of a singing voice from polyphonic musical audio signals including sounds of various musical instruments. Because …		 Hiromasa Fujihara; Masataka Goto; Tetsuro Kitahara; Hiroshi G. Okuno; IEEE Transactions on Audio, Speech, and Language Processing 2010-01-01
394 Rules for Automated Performance of Ensemble Music
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Abstract: Recently developed parts of a computer program are presented that contain a rule system which automatically converts music scores to musical performance, and which, in a sense, …		 Johan Sundberg; Anders Friberg; Lars Frydén; Contemporary Music Review 1987-01-01
395 Learn2Dance: Learning Statistical Music-to-Dance Mappings for Choreography Synthesis
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Abstract: We propose a novel framework for learning many-to-many statistical mappings from musical measures to dance figures towards generating plausible music-driven dance choreographies. …		 Ferda Ofli; Engin Erzin; Yücel Yemez; A. Murat Tekalp; IEEE Transactions on Multimedia 2012-01-01
396 Broadband Variations of The MUSIC High-resolution Method for Sound Source Localization in Robotics
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Abstract: The MUSIC algorithm (multiple signal classification) is a well-known high-resolution method to sound source localization. However, as it is essentially narrowband, several …		 Sylvain Argentieri; Patrick Danès; 2007 IEEE/RSJ International Conference on Intelligent … 2007-01-01
397 Statistical Analysis of Harmony and Melody in Rock Music
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Abstract: We present a corpus of harmonic analyses and melodic transcriptions of rock songs. After explaining the creation and notation of the corpus, we present results of some …		 David Temperley; Trevor de Clercq; Journal of New Music Research 2013-01-01
398 Music Genre and Emotion Recognition Using Gaussian Processes
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Abstract: Gaussian Processes (GPs) are Bayesian nonparametric models that are becoming more and more popular for their superior capabilities to capture highly nonlinear data relationships …		 Konstantin Markov; Tomoko Matsui; IEEE Access 2014-01-01
399 Learning Emotion-based Acoustic Features with Deep Belief Networks
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Abstract: The medium of music has evolved specifically for the expression of emotions, and it is natural for us to organize music in terms of its emotional associations. But while such …		 Erik M. Schmidt; Youngmoo E. Kim; 2011 IEEE Workshop on Applications of Signal Processing to … 2011-01-01
400 Automatic Chord Recognition for Music Classification and Retrieval
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Abstract: As one of the most important mid-level features of music, chord contains rich information of harmonic structure that is useful for music information retrieval. In this paper, we …		 Heng Tze Cheng; Yi-Hsuan Yang; Yu-Ching Lin; I-Bin Liao; Homer H. Chen; 2008 IEEE International Conference on Multimedia and Expo 2008-01-01
401 Musical Data Mining for Electronic Music Distribution
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Abstract: Music classification is a key ingredient for electronic music distribution. Because of the lack of standards in music classification (or the lack of enforcement of existing …		 François Pachet; Gert Westermann; Damien Laigre; Proceedings First International Conference on WEB … 2001-01-01
402 Common Music. A Music Composition Language in Common Lisp and CLOS
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Abstract: Common Lisp (Steele 1990) and the Common Lisp Object System (Bobrow 1988) provide an environment uniquely suited to the exploratory and incremental process of musical composition. …		 Heinrich Taube; Computer Music Journal 1991-01-01
403 Isochords: Visualizing Structure in Music
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Abstract: Isochords is a visualization of music that aids in the classification of musical structure. The Isochords visualization highlights the consonant intervals between notes and common …		 Tony Bergstrom; Karrie Karahalios; John C. Hart; 2007-01-01
404 From Time to Time: The Representation of Timing and Tempo
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Abstract: Timing plays an important role in the performance and appreciation of almost all types of music. It has been studied extensively in music perception and music performance research …		 Henkjan Honing; Computer Music Journal 2001-01-01
405 Active Music Listening Interfaces Based on Signal Processing
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Abstract: This paper introduces our research aimed at building active music listening interfaces. This research approach is intended to enrich end-users’ music listening experiences by …		 Masataka Goto; 2007 IEEE International Conference on Acoustics, Speech and … 2007-01-01
406 A Personalized Music System for Motivation in Sport Performance
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Abstract: We developed a personalized music system called IM4Sports (interactive music for sports) for individual exercising, although running is the prime target. Research prototype of the …		 G. Wijnalda; Steffen Pauws; Fabio Vignoli; Heiner Stuckenschmidt; IEEE Pervasive Computing 2005-01-01
407 Deep Attention Based Music Genre Classification
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 YANG YU et. al. Neurocomputing 2020-01-01
408 Anchor Space for Classification and Similarity Measurement of Music
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Abstract: This paper describes a method of mapping music into a semantic space that can be used for similarity measurement, classification, and music information retrieval. The value along …		 Adam Berenzweig; Daniel P. W. Ellis; Steve Lawrence; 2003 International Conference on Multimedia and Expo. ICME … 2003-01-01
409 Real-Valued MUSIC for Efficient Direction Estimation With Arbitrary Array Geometries
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Abstract: Most of the existing methods for direction-of-arrival (DOA) estimation are based on numerical characteristics behind the entire array output covariance matrix (AOCM). Since the …		 Fenggang Yan; Ming Jin; Shuai Liu; Xiaolin Qiao; IEEE Transactions on Signal Processing 2014-01-01
410 Human-AI Co-Creation in Songwriting
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Abstract: Machine learning is challenging the way we make music. Although research in deep generative models has dramatically improved the capability and fluency of music models, recent …		 Cheng-Zhi Anna Huang; Hendrik Vincent Koops; Ed Newton-Rex; Monica Dinculescu; Carrie J. Cai; International Society for Music Information Retrieval … 2020-10-11
411 Name That Tune: A Pilot Study in Finding A Melody from A Sung Query
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Abstract: We have created a system for music search and retrieval. A user sings a theme from the desired piece of music. The sung theme (query) is converted into a sequence of …		 Bryan Pardo; Jonah Shifrin; William P. Birmingham; J. Assoc. Inf. Sci. Technol. 2004-01-01
412 Query By Rhythm: An Approach for Song Retrieval in Music Databases
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Abstract: We propose techniques for retrieving songs by rhythm from music databases. The rhythm of songs is modeled by rhythm strings. The song retrieval problem is then transformed to the …		 James C. C. Chen; Arbee L. P. Chen; Proceedings Eighth International Workshop on Research … 1998-01-01
413 Correlation-Based Background Music Recommendation By Incorporating Temporal Sequence of Local Features
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Abstract: Background music plays an important role in making user-generated video more colorful and attractive. One of current research on automatic background music recommendation is the …		 Ting-Wei Lin; M. Shan; 2017 IEEE Third International Conference on Multimedia Big … 2017-04-01
414 Measuring Structural Similarity in Music
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Abstract: This paper presents a novel method for measuring the structural similarity between music recordings. It uses recurrence plot analysis to characterize patterns of repetition in the …		 Juan Pablo Bello; IEEE Transactions on Audio, Speech, and Language Processing 2011-01-01
415 A Comparative Study Of Pitch Extraction Algorithms On A Large Variety Of Singing Sounds
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Highlight: The goal of this paper is to investigate how these techniques should be adapted to singing voice analysis, and to provide a comparative evaluation of the most representative state-of-the-art approaches.		 Onur Babacan; Thomas Drugman; Nicolas d’Alessandro; Nathalie Henrich; Thierry Dutoit; arxiv-cs.SD 2019-12-29
416 Using Deep Learning Approach and IoT Architecture to Build The Intelligent Music Recommendation System
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Abstract: First, the local feature extraction of the scale-invariant feature transformation algorithm, the classification excellence of the support vector machine, and the performance of …		 Xinglin Wen; Soft Comput. 2021-01-01
417 A Simple Music/voice Separation Method Based on The Extraction of The Repeating Musical Structure
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Abstract: Repetition is a core principle in music. This is especially true for popular songs, generally marked by a noticeable repeating musical structure, over which the singer performs …		 Zafar Rafii; Bryan Pardo; 2011 IEEE International Conference on Acoustics, Speech and … 2011-01-01
418 Time-frequency Segmentation of Bird Song in Noisy Acoustic Environments
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Abstract: Recent work in machine learning considers the problem of identifying bird species from an audio recording. Most methods require segmentation to isolate each syllable of bird call …		 Lawrence Neal; Forrest Briggs; Raviv Raich; Xiaoli Z. Fern; 2011 IEEE International Conference on Acoustics, Speech and … 2011-01-01
419 Music Thumbnailing Via Structural Analysis
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Abstract: Music thumbnailing (or music summarization) aims at finding the most representative part of a song, which can be used for web browsing, web searching and music recommendation. …		 Wei Chai; Barry Vercoe; 2003-01-01
420 The Scientific Evaluation of Music Information Retrieval Systems: Foundations and Future
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Abstract: Computer Music Journal, 28:2, pp. 12–23, Summer 2004 2004 Massachusetts Institute of Technology. Music Information Retrieval (MIR) is a multidisciplinary research endeavor that …		 J. Stephen Downie; Computer Music Journal 2004-01-01
421 Music Generation with Markov Models
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Abstract: By using music written in a certain style as training data, parameters can be calculated for Markov chains and hidden Markov models to capture the musical style of the training …		 Brink van der Merwe; Walter Schulze; IEEE MultiMedia 2011-01-01
422 A Machine Learning Approach to Automatic Music Genre Classification
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Abstract: This paper presents a non-conventional approach for the automatic music genre classification problem. The proposed approach uses multiple feature vectors and a pattern recognition …		 Carlos Nascimento Silla; Alessandro L. Koerich; Celso A. A. Kaestner; Journal of the Brazilian Computer Society 2010-01-01
423 The Authenticity of Prometheus Bound
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Abstract: List of tables Preface 1. The problem 2. External evidence 3. The lyric metres 4. The recitative Anapaests 5. The Iambic trimeters 6. Structure and dramatic technique 7. Staging …		 Mark Griffith; 1977-01-01
424 Efficient Theme and Non-trivial Repeating Pattern Discovering in Music Databases
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Abstract: Proposes an approach for the fast discovery of all non-trivial repeating patterns in music objects. A repeating pattern is a sequence of notes which appears more than once in a …		 Chih-Chin Liu; Jia-Lien Hsu; Arbee L. P. Chen; Proceedings 15th International Conference on Data … 1999-01-01
425 Relevance of Musical Features for Cadence Detection
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Abstract: Cadences, as breaths in music, are felt by the listener or studied by the theorist by combining harmony, melody, texture and possibly other musical aspects. We formalize and …		 Louis Bigo; Laurent Feisthauer; Mathieu Giraud; Florence Levé; 2018-01-01
426 The Reactable: Tangible and Tabletop Music Performance
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Abstract: In this paper we present the Reactable, a new electronic musical instrument with a simple and intuitive tabletop interface that turns music into a tangible and visual experience, …		 Sergi Jordà; CHI ’10 Extended Abstracts on Human Factors in Computing … 2010-01-01
427 Video Background Music Generation with Controllable Music Transformer
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Highlight: In this work, we address the task of video background music generation.		 SHANGZHE DI et. al. arxiv-cs.MM 2021-11-16
428 Attacks and Improvements to An RIFD Mutual Authentication Protocol and Its Extensions
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Abstract: In WiSec’08, Song and Mitchell proposed an RFID mutual authentication protocol. Song also extended this protocol for RFID tag ownership transfer. These two protocols are designed …		 Shaoying Cai; Yingjiu Li; Tieyan Li; Robert H. Deng; 2009-01-01
429 Great Tits in Urban Noise Benefit from High Frequencies in Song Detection and Discrimination
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 Nina U. Pohl; Ellouise Leadbeater; Hans Slabbekoorn; Georg M. Klump; Ulrike Langemann; Animal Behaviour 2012-01-01
430 Naive Bayes Classifiers for Music Emotion Classification Based on Lyrics
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Abstract: There is a constantly growing interest in evaluating music information retrieval (MIR) systems that can provide effective management of the music resources. The crucial …		 Yunjing An; Shutao Sun; Shujuan Wang; 2017 IEEE/ACIS 16th International Conference on Computer … 2017-01-01
431 A Survey on Symbolic Data-based Music Genre Classification
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 Débora C. Corrêa; Francisco Aparecido Rodrigues; Expert Syst. Appl. 2016-01-01
432 A Grammatical Approach to Automatic Improvisation
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Abstract: We describe an approach to the automatic generation of convincing jazz melodies using probabilistic grammars. Uses of this approach include a software tool for assisting a soloist …		 Robert M. Keller; David R. Morrison; 2007-01-01
433 Digital Rights Management for The Online Music Business
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Abstract: Digital rights management has become a pressing concern for the online music business. Existing digital rights management systems are backed by two license management models, the …		 Sai Ho Kwok; SIGecom Exch. 2002-01-01
434 MorpheuS: Generating Structured Music With Constrained Patterns And Tension
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Highlight: We present the MorpheuS music generation system designed to tackle this problem.		 Dorien Herremans; Elaine Chew; arxiv-cs.SD 2018-12-12
435 The Math Behind The Music
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Abstract: Preface Acknowledgments 1. Mathematics and music, a duet 2. Pitch: the ground of music 3. Tuning up 4. How to vary a theme mathematically 5. Bells and groups: music by chance 6. …		 Leon Harkleroad; 2006-01-01
436 Transformer VAE: A Hierarchical Model For Structure-Aware And Interpretable Music Representation Learning
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Highlight: To achieve these two goals simultaneously, we designed the Transformer Variational AutoEncoder, a hierarchical model that unifies the efforts of two recent breakthroughs in deep music generation: 1) the Music Transformer and 2) Deep Music Analogy.		 J. Jiang; G. G. Xia; D. B. Carlton; C. N. Anderson and R. H. Miyakawa; icassp 2020-04-26
437 Personality Traits Predict Music Taxonomy Preferences
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Abstract: Music streaming services increasingly incorporate additional music taxonomies (i.e., mood, activity, and genre) to provide users different ways to browse through music …		 Bruce Ferwerda; Emily Yang; Markus Schedl; Marko Tkalcic; Proceedings of the 33rd Annual ACM Conference Extended … 2015-01-01
438 PianoTouch: A Wearable Haptic Piano Instruction System for Passive Learning of Piano Skills
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Abstract: We present PianoTouch, a wearable, wireless haptic piano instruction system, composed of (1) five small vibration motors, one for each finger, fitted inside a glove, (2) a …		 Kevin Huang; Ellen Yi-Luen Do; Thad Starner; 2008 12th IEEE International Symposium on Wearable Computers 2008-01-01
439 A Hierarchical Recurrent Neural Network For Symbolic Melody Generation
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Highlight: In this paper, we present a hierarchical recurrent neural network for melody generation, which consists of three Long-Short-Term-Memory (LSTM) subnetworks working in a coarse-to-fine manner along time.		 Jian Wu; Changran Hu; Yulong Wang; Xiaolin Hu; Jun Zhu; arxiv-cs.SD 2017-12-14
440 EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation
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Highlight: In this paper, we present the EMOPIA (pronounced `yee-m\`{o}-pi-uh’) dataset, a shared multi-modal (audio and MIDI) database focusing on perceived emotion in pop piano music, to facilitate research on various tasks related to music emotion.		 HSIAO-TZU HUNG et. al. arxiv-cs.SD 2021-08-03
441 Toward Interpretable Music Tagging With Self-Attention
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Highlight: Hence, we propose a self-attention based deep sequence model for music tagging.		 Minz Won; Sanghyuk Chun; Xavier Serra; arxiv-cs.SD 2019-06-12
442 Algorithmic Clustering of Music
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Abstract: We present a method for hierarchical music clustering, based on compression of strings that represent the music pieces. The method uses no background knowledge about music …		 Rudi Cilibrasi; Paul M. B. Vitányi; Ronald de Wolf; Proceedings of the Fourth International Conference onWeb … 2004-01-01
443 Chinese Song Iambics Generation With Neural Attention-Based Model
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Highlight: This paper applies the attention-based sequence-to-sequence model to generate Chinese Song iambics.		 Qixin Wang; Tianyi Luo; Dong Wang; Chao Xing; ijcai 2016-12-30
444 AVE: Automated Home Video Editing
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Abstract: In this paper, we present a system that automates home video editing. This system automatically extracts a set of highlight segments from a set of raw home videos and aligns them …		 Xian-Sheng Hua; Lie Lu; HongJiang Zhang; 2003-01-01
445 Semantic Gap?? Schemantic Schmap!! Methodological Considerations in The Scientific Study of Music
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Abstract: We argue that it is time to re-evaluate the MIR community’s approach to building artificial systems which operate over music. We suggest that it is fundamentally problematic to …		 Geraint A. Wiggins; 2009 11th IEEE International Symposium on Multimedia 2009-01-01
446 Exploiting Music Play Sequence For Music Recommendation
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Highlight: In this paper, we explore the effects of music play sequence on developing effective personalized music recommender systems.		 Zhiyong Cheng; Jialie Shen; Lei Zhu; Mohan Kankanhalli; Liqiang Nie; ijcai 2017-08-19
447 Online Distance Learning and Music Training: Benefits, Drawbacks and Challenges
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Abstract: This study examines online distance learning (ODL) as applied in music and music education programmes at different educational levels with a special focus on the digital tools …		 Theano Koutsoupidou; Open Learning: The Journal of Open, Distance and e-Learning 2014-01-01
448 Deep Learning For Music
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Highlight: Our goal is to be able to build a generative model from a deep neural network architecture to try to create music that has both harmony and melody and is passable as music composed by humans.		 Allen Huang; Raymond Wu; arxiv-cs.LG 2016-06-15
449 Analysis of A Contour-based Representation for Melody
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Abstract: Identifying a musical work from a melodic fragment is a task that most people are able to accomplish with relative ease. For some time now researchers have worked to give …		 Youngmoo E. Kim; Wei Chai; Ricardo García; Barry Vercoe; 2000-01-01
450 Let The Music Play? Free Streaming and Its Effects on Digital Music Consumption
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 Luis Aguiar; Inf. Econ. Policy 2017-01-01
451 A Mid-Level Representation for Melody-Based Retrieval in Audio Collections
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Abstract: Searching audio collections using high-level musical descriptors is a difficult problem, due to the lack of reliable methods for extracting melody, harmony, rhythm, and other such …		 Matija Marolt; IEEE Transactions on Multimedia 2008-01-01
452 Music Style Mining and Classification By Melody
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Abstract: Music style is one of the features that people used to classify music. Discovery of music style is helpful for the design of a content-based music retrieval system. In this paper …		 Man-Kwan Shan; Fang-Fei Kuo; Mao-Fu Chen; Proceedings. IEEE International Conference on Multimedia … 2002-01-01
453 Drum Sound Recognition for Polyphonic Audio Signals By Adaptation and Matching of Spectrogram Templates With Harmonic Structure Suppression
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Abstract: This paper describes a system that detects onsets of the bass drum, snare drum, and hi-hat cymbals in polyphonic audio signals of popular songs. Our system is based on a …		 Kazuyoshi Yoshii; Masataka Goto; Hiroshi G. Okuno; IEEE Transactions on Audio, Speech, and Language Processing 2007-01-01
454 Automatic Music Genre Classification Using Ensemble of Classifiers
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Abstract: This paper presents a novel approach to the task of automatic music genre classification which is based on multiple feature vectors and ensemble of classifiers. Multiple feature …		 Carlos Nascimento Silla; Celso A. A. Kaestner; Alessandro L. Koerich; 2007 IEEE International Conference on Systems, Man and … 2007-01-01
455 Emotion-based Music Recommendation By Affinity Discovery from Film Music
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 Man-Kwan Shan; Fang-Fei Kuo; Meng-Fen Chiang; Suh-Yin Lee; Expert Syst. Appl. 2009-01-01
456 Improved MUSIC Algorithm for Multiple Noncoherent Subarrays
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Abstract: This work addresses the direction-of-arrival (DOA) estimation issue with multiple noncoherent subarrays. We use a maximum likelihood approach to derive a weighted MUSIC (w-MUSIC) …		 Fei Wen; Qun Wan; Rong Fan; He-Wen Wei; IEEE Signal Processing Letters 2014-01-01
457 Guide to Brain-Computer Music Interfacing
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Abstract: Research into brain–computer music interfacing (BCMI) involves three major challenges: the extraction of meaningful control information from signals emanating from the brain, the …		 Eduardo Miranda; Julien Castet; 2014-01-01
458 Understanding Popular Music
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Abstract: Thank you very much for reading understanding popular music. As you may know, people have search hundreds times for their chosen novels like this understanding popular music, but …		 Marcel Bauer; 2016-01-01
459 Unsupervised Classification of Music Genre Using Hidden Markov Model
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Abstract: Music genre classification can be of great utility to musical database management. Most current classification methods are supervised and tend to be based on contrived taxonomies. …		 Xi Shao; Changsheng Xu; Mohan S. Kankanhalli; 2004 IEEE International Conference on Multimedia and Expo … 2004-01-01
460 Monetizing Freemium Communities: Does Paying for Premium Increase Social Engagement?
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Abstract: Making sustainable profits from a baseline zero price and motivating free consumers to convert to premium subscribers is a continuing challenge for all freemium communities. Prior …		 Ravi Bapna; Jui Ramaprasad; Akhmed Umyarov; Organizations & Markets: Formal & Informal Structures … 2018-01-01
461 The Transgressive Practices of Silicon Luthiers
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Abstract: This chapter discusses the practices of silicon luthiers, the master craftspeople of electronic music. It illustrates how the design of electronic music instruments is heavily …		 Ezra Teboul; 2017-01-01
462 Programming Languages for Computer Music Synthesis, Performance, and Composition
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Abstract: The development of formal, descriptive, and procedural notations has become a practical concern within the field of music now that computers are being applied to musical tasks. …		 D. Gareth Loy; Curtis Abbott; ACM Comput. Surv. 1985-01-01
463 High Performance Chinese OCR Based on Gabor Features, Discriminative Feature Extraction and Model Training
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Abstract: We have developed a Chinese OCR engine for machine printed documents. Currently, our OCR engine can support a vocabulary of 6921 characters which include 6707 simplified Chinese …		 Qiang Huo; Yong Ge; Zhi-Dan Feng; 2001 IEEE International Conference on Acoustics, Speech, … 2001-01-01
464 Automatic Generation of Music Programs
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Abstract: Advances in networking and transmission of digital multimedia data bring huge catalogues of multimedia items to users. In the case of music, accessing these catalogues raises a …		 François Pachet; Pierre Roy; 1999-01-01
465 A Unified Probabilistic Model for Polyphonic Music Analysis
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Abstract: This article presents a probabilistic model of polyphonic music analysis. Taking a note pattern as input, the model combines three aspects of symbolic music analysis—metrical …		 David Temperley; Journal of New Music Research 2009-01-01
466 A Tandem Algorithm for Singing Pitch Extraction and Voice Separation From Music Accompaniment
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Abstract: Singing pitch estimation and singing voice separation are challenging due to the presence of music accompaniments that are often nonstationary and harmonic. Inspired by …		 Chao-Ling Hsu; DeLiang Wang; Jyh-Shing Roger Jang; Ke Hu; IEEE Transactions on Audio, Speech, and Language Processing 2012-01-01
467 Smart Music Player Integrating Facial Emotion Recognition and Music Mood Recommendation
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Abstract: Songs, as a medium of expression, have always been a popular choice to depict and understand human emotions. Reliable emotion based classification systems can go a long way in …		 Shlok Gilda; Husain Zafar; Chintan Soni; Kshitija Waghurdekar; 2017 International Conference on Wireless Communications, … 2017-01-01
468 On The MUSIC-derived Approaches of Angle Estimation for Bistatic MIMO Radar
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Abstract: We investigate the topic for the direction of departure (DOD) and direction of arrival (DOA) estimation in bistatic multiple-input-multiple-output (MIMO) radar systems with the …		 Xin Gao; Xiaofei Zhang; Gaopeng Feng; Ziqing Wang; Dazhuan Xu; 2009 International Conference on Wireless Networks and … 2009-01-01
469 Music Similarity-based Approach to Generating Dance Motion Sequence
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Abstract: In this paper, we propose a novel approach to generating a sequence of dance motions using music similarity as a criterion to find the appropriate motions given a new musical …		 Minho Lee; Kyogu Lee; Jaeheung Park; Multimedia Tools and Applications 2012-01-01
470 The Million Song Dataset Challenge
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Abstract: We introduce the Million Song Dataset Challenge: a large-scale, personalized music recommendation challenge, where the goal is to predict the songs that a user will listen to, …		 Brian McFee; Thierry Bertin-Mahieux; Daniel P. W. Ellis; Gert R. G. Lanckriet; Proceedings of the 21st International Conference on World … 2012-01-01
471 AutoMashUpper: Automatic Creation of Multi-Song Music Mashups
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Abstract: In this paper we present a system, AutoMashUpper, for making multi-song music mashups. Central to our system is a measure of “mashability” calculated between phrase sections of an …		 Matthew E. P. Davies; Philippe Hamel; Kazuyoshi Yoshii; Masataka Goto; IEEE/ACM Transactions on Audio, Speech, and Language … 2014-01-01
472 The PMEmo Dataset for Music Emotion Recognition
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Abstract: Music Emotion Recognition (MER) has recently received considerable attention. To support the MER research which requires large music content libraries, we present the PMEmo …		 Kejun Zhang; Hui Zhang; Simeng Li; Chang-yuan Yang; Lingyun Sun; Proceedings of the 2018 ACM on International Conference on … 2018-01-01
473 Lyrics, Music, And Emotions
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 Rada Mihalcea; Carlo Strapparava; emnlp 2012-12-30
474 Interacting with Generative Music Through Live Coding
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Abstract: All music performances are generative to the extent that the actions of performers produce musical sounds, but in this article the authors focus on performative interaction with …		 Andrew R. Brown; Andrew Sorensen; Contemporary Music Review 2009-01-01
475 How Potential Users of Music Search and Retrieval Systems Describe The Semantic Quality of Music
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Abstract: A large-scale study was set up aiming at the clarification of the influence of demographic and musical background on the semantic description of music. Our model for rating …		 MICHELINE LESAFFRE et. al. J. Assoc. Inf. Sci. Technol. 2008-01-01
476 Why The Next Song Matters: Streaming, Recommendation, Scarcity
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Abstract: This article explores how human curation and algorithmic recommendation are figured in cloud-based streaming platforms. In promoting their services as alternatives to illicit …		 Eric Drott; Twentieth-Century Music 2018-01-01
477 Cover Song Detection: From High Scores to General Classification
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Abstract: Existing cover song detection systems require prior knowledge of the number of cover songs in a test set in order to identify cover(s) to a reference song. We describe a system …		 Suman V. Ravuri; Daniel P. W. Ellis; 2010 IEEE International Conference on Acoustics, Speech and … 2010-01-01
478 The Emoti-chair: An Interactive Tactile Music Exhibit
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Abstract: In this abstract, we present the Emoti-Chair, a sensory substitution system that brings a high resolution audio-tactile version of music to the body. The system can be used to …		 MARIA KARAM et. al. CHI ’10 Extended Abstracts on Human Factors in Computing … 2010-01-01
479 Statistical Models Of Music-listening Sessions In Social Media
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Highlight: In this paper we show how to define statistical models of different complexity to describe patterns of song listening in an online music community.		 Elena Zheleva; John Guiver; Eduarda Mendes Rodrigues; Nataša Milić-Frayling; www 2010-05-13
480 PersonalSoundtrack: Context-aware Playlists That Adapt to User Pace
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Abstract: This paper describes a mobile music player, PersonalSoundtrack, that makes real-time choices of music based on user pace. Standard playlists are non-interactive streams of …		 Greg T. Elliott; Bill Tomlinson; CHI ’06 Extended Abstracts on Human Factors in Computing … 2006-01-01
481 Interfacing The Brain Directly with Musical Systems: On Developing Systems for Making Music with Brain Signals
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Abstract: The authors discuss their work on developing technology to interface the brain directly with music systems, a field of research generally known as Brain-Computer Interfacing …		 Eduardo Reck Miranda; Andrew Brouse; Leonardo 2005-01-01
482 Electric Sound: The Past and Promise of Electronic Music
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Abstract: I. THE PIONEERS IN THE FIRST HALF OF THE TWENTIETH CENTURY. 1. The Early Instruments. II. TAPE MUSIC AND RELATED TECHNOLOGY, IN THE STUDIO AND IN PERFORMANCE. 2. The Great Opening …		 Joel Chadabe; 1996-01-01
483 Comparative Performance Study of Element-space and Beam-space MUSIC Estimators
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Abstract: The goal of this paper is to show that in large samples the variances of the direction-of-arrival (DOA) estimates provided by the element-space MUSIC (i.e., MUSIC applied directly …		 Petre Stoica; Arye Nehorai; Circuits, Systems and Signal Processing 1991-01-01
484 Free-hand Gestures for Music Playback: Deriving Gestures with A User-centred Process
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Abstract: Music is a fundamental part of most cultures. Controlling music playback has commonly been used to demonstrate new interaction techniques and algorithm. In particular, controlling …		 Niels Henze; Andreas Löcken; Susanne Boll; Tobias Hesselmann; Martin Pielot; 2010-01-01
485 A Query-by-Singing System for Retrieving Karaoke Music
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Abstract: This paper investigates the problem of retrieving karaoke music using query-by-singing techniques. Unlike regular CD music, where the stereo sound involves two audio channels that …		 Hung-Ming Yu; Wei-Ho Tsai; Hsin-Min Wang; IEEE Transactions on Multimedia 2008-01-01
486 An Approximate String Matching Algorithm for Content-based Music Data Retrieval
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Abstract: An approach for content based music data retrieval is proposed. In this approach, thematic feature strings, such as melody strings, rhythm strings, and chord strings are extracted …		 Chih-Chin Liu; Jia-Lien Hsu; Arbee L. P. Chen; Proceedings IEEE International Conference on Multimedia … 1999-01-01
487 SmartMusicKIOSK: Music Listening Station with Chorus-search Function
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Abstract: This paper describes a new music-playback interface for trial listening, SmartMusicKIOSK. In music stores, short trial listening of CD music is not usually a passive experience — …		 Masataka Goto; 2003-01-01
488 An Effective Algorithm for Automatic Detection and Exact Demarcation of Breath Sounds in Speech and Song Signals
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Abstract: Automatic detection of predefined events in speech and audio signals is a challenging and promising subject in signal processing. One important application of such detection is …		 Dima Ruinskiy; Yizhar Lavner; IEEE Transactions on Audio, Speech, and Language Processing 2007-01-01
489 Computer Assisted Music Therapy: A Case Study of An Augmented Reality Musical System for Children with Cerebral Palsy Rehabilitation
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Abstract: This article presents an experiment conducted with an Augmented Reality musical system for music therapy. In this system, colored cards with graphic symbols replace the music …		 Ana Grasielle Dionísio Corrêa; Irene Karaguilla Ficheman; Marilena do Nascimento; Roseli de Deus Lopes; 2009 Ninth IEEE International Conference on Advanced … 2009-01-01
490 DeepSinger: Singing Voice Synthesis With Data Mined From The Web
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Highlight: In this paper, we develop DeepSinger, a multi-lingual multi-singer singing voice synthesis (SVS) system, which is built from scratch using singing training data mined from music websites.		 YI REN et. al. kdd 2020-08-21
491 Source Separation and Note Identification in Polyphonic Music
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Abstract: Experiments in automatic music recognition at CCRMA have been in progress for five years. Digitized sound recordings of instrumental music are analyzed and transcribed by …		 Chris Chafe; David A. Jaffe; ICASSP ’86. IEEE International Conference on Acoustics, … 1986-01-01
492 Personalized Next-song Recommendation in Online Karaokes
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Abstract: In this paper, we propose Personalized Markov Embedding (PME), a next-song recommendation strategy for online karaoke users. By modeling the sequential singing behavior, we first …		 XIANG WU et. al. Proceedings of the 7th ACM conference on Recommender systems 2013-01-01
493 GiantMIDI-Piano: A Large-scale MIDI Dataset for Classical Piano Music
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Highlight: In this article, we create a GiantMIDI-Piano (GP) dataset containing 38,700,838 transcribed notes and 10,855 unique solo piano works composed by 2,786 composers.		 Qiuqiang Kong; Bochen Li; Jitong Chen; Yuxuan Wang; arxiv-cs.IR 2020-10-10
494 Music Genre Classification Via Sparse Representations of Auditory Temporal Modulations
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Abstract: A robust music genre classification framework is proposed that combines the rich, psycho-physiologically grounded properties of slow temporal modulations of music recordings and …		 Yannis Panagakis; Constantine Kotropoulos; Gonzalo R. Arce; 2009 17th European Signal Processing Conference 2009-01-01
495 Getting Up on The Download: College Students’ Motivations for Acquiring Music Via The Web
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Abstract: The objective of this study is to understand the gratifications behind music downloading among college students, and examine how the gratifications along with music interest are …		 William Kinnally; Anamarcia Lacayo; Steven McClung; Barry Sapolsky; New Media & Society 2008-01-01
496 Music Analysis and Reception Behaviours: Sommeil By Pierre Henry*
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Abstract: Sommeil, from Pierre Henry’s Variations pour une porte et un soupir, provides the basis for an investigation into listening strategies. Methodological problems raised by the …		 François Delalande; Journal of New Music Research 1998-01-01
497 Improving Music Recommendation in Session-Based Collaborative Filtering By Using Temporal Context
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Abstract: Music recommendation systems based on Collaborative Filtering methods have been extensively developed over the last years. Typically, they work by analyzing the past user-song …		 Ricardo Dias; Manuel J. Fonseca; 2013 IEEE 25th International Conference on Tools with … 2013-01-01
498 Tune in to Your Emotions: A Robust Personalized Affective Music Player
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Abstract: The emotional power of music is exploited in a personalized affective music player (AMP) that selects music for mood enhancement. A biosignal approach is used to measure …		 Joris H. Janssen; Egon L. van den Broek; Joyce H. D. M. Westerink; User Modeling and User-Adapted Interaction 2011-01-01
499 Integration of Text and Audio Features for Genre Classification in Music Information Retrieval
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Abstract: Multimedia content can be described in versatile ways as its essence is not limited to one view. For music data these multiple views could be a song’s audio features as well as …		 Robert Neumayer; Andreas Rauber; 2007-01-01
500 Lyrics-Based Music Genre Classification Using A Hierarchical Attention Network
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Highlight: In this study we apply recurrent neural network models to classify a large dataset of intact song lyrics.		 Alexandros Tsaptsinos; arxiv-cs.IR 2017-07-14

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