The International Society of Music Information Retrieval


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Conferences / ISMIR 2014

Full Proceedings

Papers
Abhishek Singhi, Daniel G. Brown
On Cultural, Textual and Experiential Aspects of Music Mood. [pdf]
Li Su, Li-Fan Yu, Yi-Hsuan Yang
Sparse Cepstral, Phase Codes for Guitar Playing Technique Classification. [pdf]
Münevver Köküer, Peter Jancovic, Islah Ali-MacLachlan, Cham Athwal
Automated Detection of Single- and Multi-Note Ornaments in Irish Traditional Flute Playing. [pdf]
Bob L. Sturm, Nick Collins
The Kiki-Bouba Challenge: Algorithmic Composition for Content-based MIR Research and Development. [pdf]
Aäron van den Oord, Sander Dieleman, Benjamin Schrauwen
Transfer Learning by Supervised Pre-training for Audio-based Music Classification. [pdf]
Harald Grohganz, Michael Clausen, Meinard Müller
Estimating Musical Time Information from Performed MIDI Files. [pdf]
Isabel Barbancho, George Tzanetakis, Lorenzo J. Tardón, Peter F. Driessen, Ana M. Barbancho
Estimation of the Direction of Strokes and Arpeggios. [pdf]
Sam van Herwaarden, Maarten Grachten, W. Bas de Haas
Predicting Expressive Dynamics in Piano Performances using Neural Networks. [pdf]
Siddharth Sigtia, Emmanouil Benetos, Srikanth Cherla, Tillman Weyde, Artur S. d’Avila Garcez, Simon Dixon
An RNN-based Music Language Model for Improving Automatic Music Transcription. [pdf]
Mathieu Giraud, Florence Levé, Florent Mercier, Marc Rigaudière, Donatien Thorez
Towards Modeling Texture in Symbolic Data. [pdf]
Nadine Kroher, Emilia Gómez, Catherine Guastavino, Francisco Gómez, Jordi Bonada
Computational Models for Perceived Melodic Similarity in A Cappella Flamenco Singing. [pdf]
Christopher Antila, Julie Cumming
The VIS Framework: Analyzing Counterpoint in Large Datasets. [pdf]
Yoonchang Han, Kyogu Lee
Hierarchical Approach to Detect Common Mistakes of Beginner Flute Players. [pdf]
Siying Wang, Sebastian Ewert, Simon Dixon
Robust Joint Alignment of Multiple Versions of a Piece of Music. [pdf]
Bob L. Sturm, Rolf Bardeli, Thibault Langlois, Valentin Emiya
Formalizing the Problem of Music Description. [pdf]
Tom Arjannikov, John Z. Zhang
An Association-based Approach to Genre Classification in Music. [pdf]
Srikanth Cherla, Tillman Weyde, Artur S. d’Avila Garcez
Multiple Viewpiont Melodic Prediction with Fixed-Context Neural Networks. [pdf]
Laurent Pugin, Rodolfo Zitellini, Perry Roland
Verovio: A library for Engraving MEI Music Notation into SVG. [pdf]
Diego Furtado Silva, Rafael Geraldeli Rossi, Solange Oliveira Rezende, Gustavo Enrique De Almeida Prado Alves Batista
Music Classification by Transductive Learning Using Bipartite Heterogeneous Networks. [pdf]
Antti Laaksonen
Automatic Melody Transcription based on Chord Transcription. [pdf]
Marius Miron, Julio José Carabias-Orti, Jordi Janer
Audio-to-score Alignment at the Note Level for Orchestral Recordings. [pdf]
Matevz Pesek, Ales Leonardis, Matija Marolt
A Compositional Hierarchical Model for Music Information Retrieval. [pdf]
Brecht De Man, Brett Leonard, Richard L. King, Joshua D. Reiss
An Analysis and Evaluation of Audio Features for Multitrack Music Mixtures. [pdf]
Karthik Yadati, Martha Larson, Cynthia C. S. Liem, Alan Hanjalic
Detecting Drops in Electronic Dance Music: Content based approaches to a socially significant music event. [pdf]
Nikolay Glazyrin
Towards Automatic Content-Based Separation of DJ Mixes into Single Tracks. [pdf]
Rachel M. Bittner, Justin Salamon, Mike Tierney, Matthias Mauch, Chris Cannam, Juan Pablo Bello
MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research. [pdf]
Zheng Tang, Dawn A. A. Black
Melody Extraction from Polyphonic Audio of Western Opera: A Method based on Detection of the Singer’s Formant. [pdf]
Dawen Liang, John William Paisley, Dan Ellis
Codebook-based Scalable Music Tagging with Poisson Matrix Factorization. [pdf]
Emmanouil Benetos, Roland Badeau, Tillman Weyde, Gaël Richard
Template Adaptation for Improving Automatic Music Transcription. [pdf]
Zhiyao Duan, David Temperley
Note-level Music Transcription by Maximum Likelihood Sampling. [pdf]
Lucas Thompson, Simon Dixon, Matthias Mauch
Drum Transcription via Classification of Bar-Level Rhythmic Patterns. [pdf]
Carlos Eduardo Cancino Chacón, Stefan Lattner, Maarten Grachten
Developing Tonal Perception through Unsupervised Learning. [pdf]
Alessio Bazzica, Cynthia C. S. Liem, Alan Hanjalic
Exploiting Instrument-wise Playing/Non-Playing Labels for Score Synchronization of Symphonic Music. [pdf]
Marcelo Enrique Rodríguez-López, Anja Volk, Dimitrios Bountouridis
Multi-Strategy Segmentation of Melodies. [pdf]
Phillip B. Kirlin
A Data Set for Computational Studies of Schenkerian Analysis. [pdf]
Agustín Martorell, Emilia Gómez
Systematic Multi-scale Set-class Analysis. [pdf]
Taro Masuda, Kazuyoshi Yoshii, Masataka Goto, Shigeo Morishima
Spotting a Query Phrase from Polyphonic Music Audio Signals Based on Semi-supervised Nonnegative Matrix Factorization. [pdf]
Akira Maezawa, Katsutoshi Itoyama, Kazuyoshi Yoshii, Hiroshi G. Okuno
Bayesian Audio Alignment based on a Unified Model of Music Composition and Performance. [pdf]
Ju-Chiang Wang, Ming-Chi Yen, Yi-Hsuan Yang, Hsin-Min Wang
Automatic Set List Identification and Song Segmentation for Full-Length Concert Videos. [pdf]
Arthur Flexer
On Inter-rater Agreement in Audio Music Similarity. [pdf]
Bin Wu, Andrew Horner, Chung Lee
Emotional Predisposition of Musical Instrument Timbres with Static Spectra. [pdf]
Joren Six, Marc Leman
Panako - A Scalable Acoustic Fingerprinting System Handling Time-Scale and Pitch Modification. [pdf]
Oriol Nieto, Morwaread M. Farbood, Tristan Jehan, Juan Pablo Bello
Perceptual Analysis of the F-Measure to Evaluate Section Boundaries in Music. [pdf]
Anna M. Kruspe
Keyword Spotting in A-capella Singing. [pdf]
Emilio Molina, Lorenzo J. Tardón, Isabel Barbancho, Ana M. Barbancho
The Importance of F0 Tracking in Query-by-singing-humming. [pdf]
Shrikant Venkataramani, Nagesh Nayak, Preeti Rao, Rajbabu Velmurugan
Vocal Separation using Singer-Vowel Priors Obtained from Polyphonic Audio. [pdf]
Chun-Ta Chen, Jyh-Shing Roger Jang, Chun-Hung Lu
Improving Query by Tapping via Tempo Alignment. [pdf]
Dominique Fourer, Jean-Luc Rouas, Pierre Hanna, Matthias Robine
Automatic Instrument Classification of Ethnomusicological Audio Recordings. [pdf]
Kirill A. Sidorov, Andrew Jones, A. David Marshall
Music Analysis as a Smallest Grammar Problem. [pdf]
Thomas Prätzlich, Meinard Müller
Frame-Level Audio Segmentation for Abridged Musical Works. [pdf]
Rafael Caro Repetto, Xavier Serra
Creating a Corpus of Jingju (Beijing Opera) Music and Possibilities for Melodic Analysis. [pdf]
Jens Madsen, Bjørn Sand Jensen, Jan Larsen
Modeling Temporal Structure in Music for Emotion Prediction using Pairwise Comparisons. [pdf]
Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo
Musical Structural Analysis Database Based on GTTM. [pdf]
Marcelo F. Caetano, Frans Wiering
Theoretical Framework of A Computational Model of Auditory Memory for Music Emotion Recognition. [pdf]
Geoffroy Peeters, Victor Bisot
Improving Music Structure Segmentation using lag-priors. [pdf]
Shuo Zhang, Rafael Caro Repetto, Xavier Serra
Study of the Similarity between Linguistic Tones and Melodic Pitch Contours in Beijing Opera Singing. [pdf]
Christian Frisson, Stéphane Dupont, Willy Yvart, Nicolas Riche, Xavier Siebert, Thierry Dutoit
A Proximity Grid Optimization Method to Improve Audio Search for Sound Design. [pdf]
Matevz Pesek, Primoz Godec, Mojca Poredos, Gregor Strle, Joze Guna, Emilija Stojmenova, Matevz Pogacnik, Matija Marolt
Introducing a Dataset of Emotional and Color Responses to Music. [pdf]
Olivier Lartillot
In-depth Motivic Analysis based on Multiparametric Closed Pattern and Cyclic Sequence Mining. [pdf]
Colin Raffel, Brian McFee, Eric J. Humphrey, Justin Salamon, Oriol Nieto, Dawen Liang, Daniel P. W. Ellis
MIR_EVAL: A Transparent Implementation of Common MIR Metrics. [pdf]
Anna Aljanaki, Frans Wiering, Remco C. Veltkamp
Computational Modeling of Induced Emotion Using GEMS. [pdf]
Jan Van Balen, Dimitrios Bountouridis, Frans Wiering, Remco C. Veltkamp
Cognition-inspired Descriptors for Scalable Cover Song Retrieval. [pdf]
Xiao Hu, Jin Ha Lee, Kahyun Choi, J. Stephen Downie
A Cross-Cultural Study on the Mood of K-POP Songs. [pdf]
Peter van Kranenburg, Folgert Karsdorp
Cadence Detection in Western Traditional Stanzaic Songs using Melodic and Textual Features. [pdf]
Shrey Dutta, Hema A. Murthy
Discovering Typical Motifs of a Raga from One-Liners of Songs in Carnatic Music. [pdf]
Brian McFee, Dan Ellis
Analyzing Song Structure with Spectral Clustering. [pdf]
Oriol Nieto, Morwaread M. Farbood
Identifying Polyphonic Musical Patterns From Audio Recordings Using Music Segmentation Techniques. [pdf]
Karen Ullrich, Jan Schlüter, Thomas Grill
Boundary Detection in Music Structure Analysis using Convolutional Neural Networks. [pdf]
Andre Holzapfel, Florian Krebs, Ajay Srinivasamurthy
Tracking the “Odd”: Meter Inference in a Culturally Diverse Music Corpus. [pdf]
Ajay Srinivasamurthy, Rafael Caro Repetto, Sundar Harshavardhan, Xavier Serra
Transcription and Recognition of Syllable based Percussion Patterns: The Case of Beijing Opera. [pdf]
Joshua L. Moore, Thorsten Joachims, Douglas Turnbull
Taste Space Versus the World: an Embedding Analysis of Listening Habits and Geography. [pdf]
Zhe Xing, Xinxi Wang, Ye Wang
Enhancing Collaborative Filtering Music Recommendation by Balancing Exploration and Exploitation. [pdf]
Audrey Laplante
Improving Music Recommender Systems: What Can We Learn from Research on Music Tastes? [pdf]
Sally Jo Cunningham, David M. Nichols, David Bainbridge, Hassan Ali
Social Music in Cars. [pdf]
Mohamed Morchid, Richard Dufour, Georges Linarès
A Combined Thematic and Acoustic Approach for a Music Recommendation Service in TV Commercials. [pdf]
Abhishek Singhi, Daniel G. Brown
Are Poetry and Lyrics All That Different? [pdf]
Po-Sen Huang, Minje Kim, Mark Hasegawa-Johnson, Paris Smaragdis
Singing-Voice Separation from Monaural Recordings using Deep Recurrent Neural Networks. [pdf]
Katayoun Farrahi, Markus Schedl, Andreu Vall, David Hauger, Marko Tkalcic
Impact of Listening Behavior on Music Recommendation. [pdf]
Bogdan Vera, Elaine Chew
Towards Seamless Network Music Performance: Predicting an Ensemble’s Expressive Decisions for Distributed Performance. [pdf]
Ling-Chi Hsu, Yu-Lin Wang, Yi-Ju Lin, Cheryl D. Metcalf, Alvin W. Y. Su
Detection of Motor Changes in Violin Playing by EMG Signals. [pdf]
Wang-Kong Lam, Tan Lee
Automatic Key Partition Based on Tonal Organization Information of Classical Music. [pdf]
Po-Kai Yang, Chung-Chien Hsu, Jen-Tzung Chien
Bayesian Singing-Voice Separation. [pdf]
Filip Korzeniowski, Sebastian Böck, Gerhard Widmer
Probabilistic Extraction of Beat Positions from a Beat Activation Function. [pdf]
Sanghoon Jun, Seungmin Rho, Eenjun Hwang
Geographical Region Mapping Scheme Based on Musical Preferences. [pdf]
John Ashley Burgoyne, W. Bas de Haas, Johan Pauwels
On Comparative Statistics for Labelling Tasks: What can We Learn from MIREX ACE 2013? [pdf]
Eita Nakamura, Nobutaka Ono, Shigeki Sagayama
Merged-Output HMM for Piano Fingering of Both Hands. [pdf]
Maria Panteli, Niels Bogaards, Aline K. Honingh
Modeling Rhythm Similarity for Electronic Dance Music. [pdf]
Martin Przyjaciel-Zablocki, Thomas Hornung, Alexander Schätzle, Sven Gauß, Io Taxidou, Georg Lausen
MuSe: A Music Recommendation Management System. [pdf]
Andreas Arzt, Gerhard Widmer, Reinhard Sonnleitner
Tempo- and Transposition-invariant Identification of Piece and Score Position. [pdf]
Ming-Ju Wu, Jyh-Shing Roger Jang, Chun-Hung Lu
Gender Identification and Age Estimation of Users Based on Music Metadata. [pdf]
Daniel Boland, Roderick Murray-Smith
Information-Theoretic Measures of Music Listening Behaviour. [pdf]
Emilio Molina, Ana M. Barbancho, Lorenzo J. Tardón, Isabel Barbancho
Evaluation Framework for Automatic Singing Transcription. [pdf]
Julián Urbano, Dmitry Bogdanov, Perfecto Herrera, Emilia Gómez, Xavier Serra
What is the Effect of Audio Quality on the Robustness of MFCCs and Chroma Features? [pdf]
Xiao Hu, Jin Ha Lee, Leanne Ka Yan Wong
Music Information Behaviors and System Preferences of University Students in Hong Kong. [pdf]
Shoto Sasaki, Kazuyoshi Yoshii, Tomoyasu Nakano, Masataka Goto, Shigeo Morishima
LyricsRadar: A Lyrics Retrieval System Based on Latent Topics of Lyrics. [pdf]
Eric J. Humphrey, Justin Salamon, Oriol Nieto, Jon Forsyth, Rachel M. Bittner, Juan Pablo Bello
JAMS: A JSON Annotated Music Specification for Reproducible MIR Research. [pdf]
Pierre Saurel, Francis Rousseaux, Marc Danger
On The Changing Regulations of Privacy and Personal Information in MIR. [pdf]
Sebastian Böck, Florian Krebs, Gerhard Widmer
A Multi-model Approach to Beat Tracking Considering Heterogeneous Music Styles. [pdf]
Jonathan Driedger, Meinard Müller, Sascha Disch
Extending Harmonic-Percussive Separation of Audio Signals. [pdf]
Frederick Z. Yen, Yin-Jyun Luo, Tai-Shih Chi
Singing Voice Separation Using Spectro-Temporal Modulation Features. [pdf]
Tomohiko Nakamura, Kotaro Shikata, Norihiro Takamune, Hirokazu Kameoka
Harmonic-Temporal Factor Decomposition Incorporating Music Prior Information for Informed Monaural Source Separation. [pdf]
Mi Tian, György Fazekas, Dawn A. A. Black, Mark B. Sandler
Design And Evaluation of Onset Detectors using Different Fusion Policies. [pdf]
Matthew E. P. Davies, Sebastian Böck
Evaluating the Evaluation Measures for Beat Tracking. [pdf]
Maura Church, Michael Scott Cuthbert
Improving Rhythmic Transcriptions via Probability Models Applied Post-OMR. [pdf]
Sebastian Stober, Daniel J. Cameron, Jessica A. Grahn
Classifying EEG Recordings of Rhythm Perception. [pdf]
J. Stephen Downie, Xiao Hu, Jin Ha Lee, Kahyun Choi, Sally Jo Cunningham, Yun Hao
Ten Years of MIREX (Music Information Retrieval Evaluation eXchange): Reflections, Challenges and Opportunities. [pdf]