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Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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On Cultural, Textual and Experiential Aspects of Music Mood
Abhishek Singhi | Daniel G. Brown

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Sparse Cepstral, Phase Codes for Guitar Playing Technique Classification
Li Su | Li-Fan Yu | Yi-Hsuan Yang

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Automated Detection of Single- and Multi-Note Ornaments in Irish Traditional Flute Playing
Münevver Köküer | Peter Jancovic | Islah Ali-MacLachlan | Cham Athwal

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The Kiki-Bouba Challenge: Algorithmic Composition for Content-based MIR Research and Development
Bob L. Sturm | Nick Collins

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Transfer Learning by Supervised Pre-training for Audio-based Music Classification
Aäron van den Oord | Sander Dieleman | Benjamin Schrauwen

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Estimating Musical Time Information from Performed MIDI Files
Harald Grohganz | Michael Clausen | Meinard Müller

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Estimation of the Direction of Strokes and Arpeggios
Isabel Barbancho | George Tzanetakis | Lorenzo J. Tardón | Peter F. Driessen | Ana M. Barbancho

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Predicting Expressive Dynamics in Piano Performances using Neural Networks
Sam van Herwaarden | Maarten Grachten | W. Bas de Haas

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An RNN-based Music Language Model for Improving Automatic Music Transcription
Siddharth Sigtia | Emmanouil Benetos | Srikanth Cherla | Tillman Weyde | Artur S. d'Avila Garcez | Simon Dixon

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Towards Modeling Texture in Symbolic Data
Mathieu Giraud | Florence Levé | Florent Mercier | Marc Rigaudière | Donatien Thorez

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Computational Models for Perceived Melodic Similarity in A Cappella Flamenco Singing
Nadine Kroher | Emilia Gómez | Catherine Guastavino | Francisco Gómez | Jordi Bonada

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The VIS Framework: Analyzing Counterpoint in Large Datasets
Christopher Antila | Julie Cumming

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Hierarchical Approach to Detect Common Mistakes of Beginner Flute Players
Yoonchang Han | Kyogu Lee

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Robust Joint Alignment of Multiple Versions of a Piece of Music
Siying Wang | Sebastian Ewert | Simon Dixon

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Formalizing the Problem of Music Description
Bob L. Sturm | Rolf Bardeli | Thibault Langlois | Valentin Emiya

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An Association-based Approach to Genre Classification in Music
Tom Arjannikov | John Z. Zhang

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Multiple Viewpiont Melodic Prediction with Fixed-Context Neural Networks
Srikanth Cherla | Tillman Weyde | Artur S. d'Avila Garcez

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Verovio: A library for Engraving MEI Music Notation into SVG
Laurent Pugin | Rodolfo Zitellini | Perry Roland

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Music Classification by Transductive Learning Using Bipartite Heterogeneous Networks
Diego Furtado Silva | Rafael Geraldeli Rossi | Solange Oliveira Rezende | Gustavo Enrique De Almeida Prado Alves Batista

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Automatic Melody Transcription based on Chord Transcription
Antti Laaksonen

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Audio-to-score Alignment at the Note Level for Orchestral Recordings
Marius Miron | Julio José Carabias-Orti | Jordi Janer

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A Compositional Hierarchical Model for Music Information Retrieval
Matevz Pesek | Ales Leonardis | Matija Marolt

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An Analysis and Evaluation of Audio Features for Multitrack Music Mixtures
Brecht De Man | Brett Leonard | Richard L. King | Joshua D. Reiss

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Detecting Drops in Electronic Dance Music: Content based approaches to a socially significant music event
Karthik Yadati | Martha A. Larson | Cynthia C. S. Liem | Alan Hanjalic

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Towards Automatic Content-Based Separation of DJ Mixes into Single Tracks
Nikolay Glazyrin

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MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research
Rachel M. Bittner | Justin Salamon | Mike Tierney | Matthias Mauch | Chris Cannam | Juan Pablo Bello

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Melody Extraction from Polyphonic Audio of Western Opera: A Method based on Detection of the Singer's Formant
Zheng Tang | Dawn A. A. Black

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Codebook-based Scalable Music Tagging with Poisson Matrix Factorization
Dawen Liang | John W. Paisley | Dan Ellis

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Template Adaptation for Improving Automatic Music Transcription
Emmanouil Benetos | Roland Badeau | Tillman Weyde | Gaël Richard

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Note-level Music Transcription by Maximum Likelihood Sampling
Zhiyao Duan | David Temperley

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Drum Transcription via Classification of Bar-Level Rhythmic Patterns
Lucas Thompson | Simon Dixon | Matthias Mauch

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Developing Tonal Perception through Unsupervised Learning
Carlos Eduardo Cancino Chacón | Stefan Lattner | Maarten Grachten

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Exploiting Instrument-wise Playing/Non-Playing Labels for Score Synchronization of Symphonic Music
Alessio Bazzica | Cynthia C. S. Liem | Alan Hanjalic

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Multi-Strategy Segmentation of Melodies
Marcelo Enrique Rodríguez-López | Anja Volk | Dimitrios Bountouridis

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A Data Set for Computational Studies of Schenkerian Analysis
Phillip B. Kirlin

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Systematic Multi-scale Set-class Analysis
Agustín Martorell | Emilia Gómez

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Spotting a Query Phrase from Polyphonic Music Audio Signals Based on Semi-supervised Nonnegative Matrix Factorization
Taro Masuda | Kazuyoshi Yoshii | Masataka Goto | Shigeo Morishima

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Bayesian Audio Alignment based on a Unified Model of Music Composition and Performance
Akira Maezawa | Katsutoshi Itoyama | Kazuyoshi Yoshii | Hiroshi G. Okuno

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Automatic Set List Identification and Song Segmentation for Full-Length Concert Videos
Ju-Chiang Wang | Ming-Chi Yen | Yi-Hsuan Yang | Hsin-Min Wang

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On Inter-rater Agreement in Audio Music Similarity
Arthur Flexer

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Emotional Predisposition of Musical Instrument Timbres with Static Spectra
Bin Wu | Andrew Horner | Chung Lee

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Panako - A Scalable Acoustic Fingerprinting System Handling Time-Scale and Pitch Modification
Joren Six | Marc Leman

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Perceptual Analysis of the F-Measure to Evaluate Section Boundaries in Music
Oriol Nieto | Morwaread Mary Farbood | Tristan Jehan | Juan Pablo Bello

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Keyword Spotting in A-capella Singing
Anna M. Kruspe

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The Importance of F0 Tracking in Query-by-singing-humming
Emilio Molina | Lorenzo J. Tardón | Isabel Barbancho | Ana M. Barbancho

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Vocal Separation using Singer-Vowel Priors Obtained from Polyphonic Audio
Shrikant Venkataramani | Nagesh Nayak | Preeti Rao | Rajbabu Velmurugan

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Improving Query by Tapping via Tempo Alignment
Chun-Ta Chen | Jyh-Shing Roger Jang | Chun-Hung Lu

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Automatic Instrument Classification of Ethnomusicological Audio Recordings
Dominique Fourer | Jean-Luc Rouas | Pierre Hanna | Matthias Robine

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Music Analysis as a Smallest Grammar Problem
Kirill A. Sidorov | Andrew Jones | A. David Marshall

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Frame-Level Audio Segmentation for Abridged Musical Works
Thomas Prätzlich | Meinard Müller

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Creating a Corpus of Jingju (Beijing Opera) Music and Possibilities for Melodic Analysis
Rafael Caro Repetto | Xavier Serra

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Modeling Temporal Structure in Music for Emotion Prediction using Pairwise Comparisons
Jens Madsen | Bjørn Sand Jensen | Jan Larsen

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Musical Structural Analysis Database Based on GTTM
Masatoshi Hamanaka | Keiji Hirata | Satoshi Tojo

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Theoretical Framework of A Computational Model of Auditory Memory for Music Emotion Recognition
Marcelo F. Caetano | Frans Wiering

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Improving Music Structure Segmentation using lag-priors
Geoffroy Peeters | Victor Bisot

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Study of the Similarity between Linguistic Tones and Melodic Pitch Contours in Beijing Opera Singing
Shuo Zhang | Rafael Caro Repetto | Xavier Serra

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A Proximity Grid Optimization Method to Improve Audio Search for Sound Design
Christian Frisson | Stéphane Dupont | Willy Yvart | Nicolas Riche | Xavier Siebert | Thierry Dutoit

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Introducing a Dataset of Emotional and Color Responses to Music
Matevz Pesek | Primoz Godec | Mojca Poredos | Gregor Strle | Joze Guna | Emilija Stojmenova | Matevz Pogacnik | Matija Marolt

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In-depth Motivic Analysis based on Multiparametric Closed Pattern and Cyclic Sequence Mining
Olivier Lartillot

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MIR_EVAL: A Transparent Implementation of Common MIR Metrics
Colin Raffel | Brian McFee | Eric J. Humphrey | Justin Salamon | Oriol Nieto | Dawen Liang | Daniel P. W. Ellis

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Computational Modeling of Induced Emotion Using GEMS
Anna Aljanaki | Frans Wiering | Remco C. Veltkamp

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Cognition-inspired Descriptors for Scalable Cover Song Retrieval
Jan Van Balen | Dimitrios Bountouridis | Frans Wiering | Remco C. Veltkamp

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A Cross-Cultural Study on the Mood of K-POP Songs
Xiao Hu | Jin Ha Lee | Kahyun Choi | J. Stephen Downie

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Cadence Detection in Western Traditional Stanzaic Songs using Melodic and Textual Features
Peter van Kranenburg | Folgert Karsdorp

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Discovering Typical Motifs of a Raga from One-Liners of Songs in Carnatic Music
Shrey Dutta | Hema A. Murthy

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Analyzing Song Structure with Spectral Clustering
Brian McFee | Dan Ellis

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Identifying Polyphonic Musical Patterns From Audio Recordings Using Music Segmentation Techniques
Oriol Nieto | Morwaread Mary Farbood

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Boundary Detection in Music Structure Analysis using Convolutional Neural Networks
Karen Ullrich | Jan Schlüter | Thomas Grill

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Tracking the "Odd": Meter Inference in a Culturally Diverse Music Corpus
Andre Holzapfel | Florian Krebs | Ajay Srinivasamurthy

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Transcription and Recognition of Syllable based Percussion Patterns: The Case of Beijing Opera
Ajay Srinivasamurthy | Rafael Caro Repetto | Sundar Harshavardhan | Xavier Serra

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Taste Space Versus the World: an Embedding Analysis of Listening Habits and Geography
Joshua L. Moore | Thorsten Joachims | Douglas Turnbull

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Enhancing Collaborative Filtering Music Recommendation by Balancing Exploration and Exploitation
Zhe Xing | Xinxi Wang | Ye Wang

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Improving Music Recommender Systems: What Can We Learn from Research on Music Tastes?
Audrey Laplante

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Social Music in Cars
Sally Jo Cunningham | David M. Nichols | David Bainbridge | Hassan Ali

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A Combined Thematic and Acoustic Approach for a Music Recommendation Service in TV Commercials
Mohamed Morchid | Richard Dufour | Georges Linarès

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Are Poetry and Lyrics All That Different?
Abhishek Singhi | Daniel G. Brown

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Singing-Voice Separation from Monaural Recordings using Deep Recurrent Neural Networks
Po-Sen Huang | Minje Kim | Mark Hasegawa-Johnson | Paris Smaragdis

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Impact of Listening Behavior on Music Recommendation
Katayoun Farrahi | Markus Schedl | Andreu Vall | David Hauger | Marko Tkalcic

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Towards Seamless Network Music Performance: Predicting an Ensemble's Expressive Decisions for Distributed Performance
Bogdan Vera | Elaine Chew

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Detection of Motor Changes in Violin Playing by EMG Signals
Ling-Chi Hsu | Yu-Lin Wang | Yi-Ju Lin | Cheryl D. Metcalf | Alvin W. Y. Su

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Automatic Key Partition Based on Tonal Organization Information of Classical Music
Wang-Kong Lam | Tan Lee

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Bayesian Singing-Voice Separation
Po-Kai Yang | Chung-Chien Hsu | Jen-Tzung Chien

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Probabilistic Extraction of Beat Positions from a Beat Activation Function
Filip Korzeniowski | Sebastian Böck | Gerhard Widmer

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Geographical Region Mapping Scheme Based on Musical Preferences
Sanghoon Jun | Seungmin Rho | Eenjun Hwang

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On Comparative Statistics for Labelling Tasks: What can We Learn from MIREX ACE 2013?
John Ashley Burgoyne | W. Bas de Haas | Johan Pauwels

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Merged-Output HMM for Piano Fingering of Both Hands
Eita Nakamura | Nobutaka Ono | Shigeki Sagayama

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Modeling Rhythm Similarity for Electronic Dance Music
Maria Panteli | Niels Bogaards | Aline K. Honingh

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MuSe: A Music Recommendation Management System
Martin Przyjaciel-Zablocki | Thomas Hornung | Alexander Schätzle | Sven Gauß | Io Taxidou | Georg Lausen

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Tempo- and Transposition-invariant Identification of Piece and Score Position
Andreas Arzt | Gerhard Widmer | Reinhard Sonnleitner

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Gender Identification and Age Estimation of Users Based on Music Metadata
Ming-Ju Wu | Jyh-Shing Roger Jang | Chun-Hung Lu

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Information-Theoretic Measures of Music Listening Behaviour
Daniel Boland | Roderick Murray-Smith

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Evaluation Framework for Automatic Singing Transcription
Emilio Molina | Ana M. Barbancho | Lorenzo J. Tardón | Isabel Barbancho

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What is the Effect of Audio Quality on the Robustness of MFCCs and Chroma Features?
Julián Urbano | Dmitry Bogdanov | Perfecto Herrera | Emilia Gómez | Xavier Serra

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Music Information Behaviors and System Preferences of University Students in Hong Kong
Xiao Hu | Jin Ha Lee | Leanne Ka Yan Wong

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LyricsRadar: A Lyrics Retrieval System Based on Latent Topics of Lyrics
Shoto Sasaki | Kazuyoshi Yoshii | Tomoyasu Nakano | Masataka Goto | Shigeo Morishima

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JAMS: A JSON Annotated Music Specification for Reproducible MIR Research
Eric J. Humphrey | Justin Salamon | Oriol Nieto | Jon Forsyth | Rachel M. Bittner | Juan Pablo Bello

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On The Changing Regulations of Privacy and Personal Information in MIR
Pierre Saurel | Francis Rousseaux | Marc Danger

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A Multi-model Approach to Beat Tracking Considering Heterogeneous Music Styles
Sebastian Böck | Florian Krebs | Gerhard Widmer

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Extending Harmonic-Percussive Separation of Audio Signals
Jonathan Driedger | Meinard Müller | Sascha Disch

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Singing Voice Separation Using Spectro-Temporal Modulation Features
Frederick Z. Yen | Yin-Jyun Luo | Tai-Shih Chi

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Harmonic-Temporal Factor Decomposition Incorporating Music Prior Information for Informed Monaural Source Separation
Tomohiko Nakamura | Kotaro Shikata | Norihiro Takamune | Hirokazu Kameoka

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Design And Evaluation of Onset Detectors using Different Fusion Policies
Mi Tian | György Fazekas | Dawn A. A. Black | Mark B. Sandler

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Evaluating the Evaluation Measures for Beat Tracking
Matthew E. P. Davies | Sebastian Böck

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Improving Rhythmic Transcriptions via Probability Models Applied Post-OMR
Maura Church | Michael Scott Cuthbert

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Classifying EEG Recordings of Rhythm Perception
Sebastian Stober | Daniel J. Cameron | Jessica A. Grahn

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Ten Years of MIREX (Music Information Retrieval Evaluation eXchange): Reflections, Challenges and Opportunities
J. Stephen Downie | Xiao Hu | Jin Ha Lee | Kahyun Choi | Sally Jo Cunningham | Yun Hao