List of awarded ISMIR Papers 2008-2015
2015 Best Student Paper
LARGE-SCALE CONTENT-BASED MATCHING OF MIDI AND AUDIO FILES
Colin Raffel, Daniel P. W. Ellis
Additional Keywords: dynamic time-warping, dross-modality hashing, convolutional networks
2015 Best Paper
REAL-TIME MUSIC TRACKING USING MULTIPLE PERFORMANCES AS A REFERENCE
Andreas Arzt, Gerhard Widmer
Additional Keywords: Multiagent tracking, audio alignment, audio-to-score alignment
2015 Best Oral Presentation
MELODY EXTRACTION BY CONTOUR CLASSIFICATION
Rachel M. Bittner, Justin Salamon, Slim Essid, Juan P. Bello
Additional Keywords:
2014 Best Student Paper
TASTE SPACE VERSUS THE WORLD: AN EMBEDDING ANALYSIS OF LISTENING HABITS AND GEOGRAPHY
Joshua L. Moore, Thorsten Joachims, Douglas Turnbull
Additional Keywords: probabilistic embedding methods, predictive models
2014 Best Paper
ENHANCING COLLABORATIVE FILTERING MUSIC RECOMMENDATION BY BALANCING EXPLORATION AND EXPLOITATION
Zhe Xing, Xinxi Wang, Ye Wang
Additional Keywords: reinforcement learning, Bayesian inference, taste profile subset of Million Song Dataset
2014 Best Oral Presentation
ANALYZING SONG STRUCTURE WITH SPECTRAL CLUSTERING
Brian McFee, Daniel P.W. Ellis
Additional Keywords: spectral graph theory, KNN, recurrence matrices
2013 Best Student Paper A
BETA PROCESS SPARSE NONNEGATIVE MATRIX FACTORIZATION FOR MUSIC
Dawen Liang, Matthew D. Hoffman, Daniel P. W. Ellis
Additional Keywords: variational inference, polyphonic transcription, blind-source separation, MIREX F0
2013 Best Student Paper B
A DISTRIBUTED MODEL FOR MULTIPLE-VIEWPOINT MELODIC PREDICTION
Srikanth Cherla, Tillman Weyde, Artur d’Avila Garcez and Marcus Pearce
Additional Keywords: restricted Boltzmann machines, statistical language models, Markovian models, long-term and short-term models
2013 Best Student Paper C
SEMI-SUPERVISED POLYPHONIC SOURCE IDENTIFICATION USING PLCA BASED GRAPH CLUSTERING
Vipul Arora, Laxmidhar Behera
Additional Keywords: voice separation
2013 Best Oral Presentation
BEYOND NMF: TIME-DOMAIN AUDIO SOURCE SEPARATION WITHOUT PHASE RECONSTRUCTION
Kazuyoshi Yoshii, Ryota Tomioka, Daichi Mochihashi, Masataka Goto
Additional Keywords: positive semi-definite tensor factorization, phase estimation
2012 Best Student Paper
SCORE ANALYZER: AUTOMATICALLY DETERMINING SCORES DIFFICULTY LEVEL FOR INSTRUMENTAL E-LEARNING
Véronique Sébastien, Henri Ralambondrainy, Olivier Sébastien, Noël Conruyt
Additional Keywords: principal component analysis
2012 Best Paper
A MIREX META-ANALYSIS OF HUBNESS IN AUDIO MUSIC SIMILARITY
Arthur Flexer, Dominik Schnitzer, Jan Schlüter
Additional Keywords: music recommendation, hub songs (simultaneously similar to too many other songs), human similarity ratings
2012 Best Oral Presentation
MEL CEPSTRUM & ANN OVA: THE DIFFICULT DIALOG BETWEEN MIR AND MUSIC COGNITION
Jean-Julien Aucouturier & Emmanuel Bigand
Additional Keywords: audio features, precision and groundtruth, physical/cognitive models, folk psychology
2011 Best Student Paper
UNSUPERVISED LEARNING OF SPARSE FEATURES FOR SCALABLE AUDIO CLASSIFICATION
Mikael Henaff, Kevin Jarrett, Koray Kavukcuoglu and Yann LeCun
Additional Keywords: support vector machines, GTZAN dataset, genre classification
2011 Best Paper
A SEGMENT-BASED FITNESS MEASURE FOR CAPTURING REPETITIVE STRUCTURES OF MUSIC RECORDINGS
Meinard Müller, Peter Grosche, Nanzhu Jiang
Additional Keywords: music structure segmentation, audio thumbnailing, self-similarity matrices
2010 Best Student Paper
SOLVING MISHEARD LYRIC SEARCH QUERIES USING A PROBABILISTIC MODEL OF SPEECH SOUNDS
Hussein Hirjee, Daniel G. Brown
Additional Keywords: phonetic pattern matching, confusion matrices
2010 Best Paper
IDENTIFYING REPEATED PATTERNS IN MUSIC USING SPARSE CONVOLUTIVE NON-NEGATIVE MATRIX FACTORIZATION
Ron J. Weiss and Juan Pablo Bello
Additional Keywords: structure segmentation, probabilistic latent component analysis
2009 Best Student Paper
EASY AS CBA: A SIMPLE PROBABILISTIC MODEL FOR TAGGING MUSIC
Matthew D. Hoffman, David M. Blei, Perry R. Cook
Additional Keywords: semantic tags, vector quantization, codewords, expectation maximization
2009 Best Paper
MUSICAL INSTRUMENT RECOGNITION IN POLYPHONIC AUDIO USING SOURCE-FILTER MODEL FOR SOUND SEPARATION
Toni Heittola, Anssi Klapuri and Tuomas Virtanen
Additional Keywords: nonnegative matrix factorization, gaussian mixture models
2009 Best Oral Presentation
HETEROGENEOUS EMBEDDING FOR SUBJECTIVE ARTIST SIMILARITY
Brian McFee, Gert Lanckriet
Additional Keywords: artist recomendation, visualization, partial order embedding, similarity graphs
2008 Best Student Paper
ON THE USE OF SPARSE TIME-RELATIVE AUDITORY CODES FOR MUSIC
Pierre-Antoine Manzagol, Thierry Bertin-Mahieux, Douglas Eck
Additional Keywords: audio features, spikegrams, gammatone kernels, genre recognition