Daniel P. W. Ellis


2002

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The Quest for Ground Truth in Musical Artist Similarity
Daniel P. W. Ellis | Brian Whitman | Adam Berenzweig | Steve Lawrence
ISMIR 2002, 3rd International Conference on Music Information Retrieval, Paris, France, October 13-17, 2002, Proceedings

2003

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A large-scale evalutation of acoustic and subjective music similarity measures
Adam Berenzweig | Beth Logan | Daniel P. W. Ellis | Brian Whitman
ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings

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Chord segmentation and recognition using EM-trained hidden markov models
Alexander Sheh | Daniel P. W. Ellis
ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings

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Ground-truth transcriptions of real music from force-aligned MIDI syntheses
Robert J. Turetsky | Daniel P. W. Ellis
ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings

2005

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A Classification Approach to Melody Transcription
Graham E. Poliner | Daniel P. W. Ellis
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

2007

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Multimodal Segmentation of Lifelog Data
Aiden R. Doherty | Alan F. Smeaton | Keansub Lee | Daniel P. W. Ellis
Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 2007, 8th International Conference, Carnegie Mellon University, Pittsburgh, PA, USA, May 30 - June 1, 2007. Proceedings, CD-ROM

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Evaluation of Distance Measures Between Gaussian Mixture Models of MFCCs
Jesper Højvang Jensen | Daniel P. W. Ellis | Mads Græsbøll Christensen | Søren Holdt Jensen
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

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Classifying Music Audio with Timbral and Chroma Features
Daniel P. W. Ellis
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

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A Web-Based Game for Collecting Music Metadata
Michael I. Mandel | Daniel P. W. Ellis
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

2008

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Multiple-Instance Learning for Music Information Retrieval
Michael I. Mandel | Daniel P. W. Ellis
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

2010

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A Probabilistic Subspace Model for Multi-instrument Polyphonic Transcription
Graham Grindlay | Daniel P. W. Ellis
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

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Clustering Beat-Chroma Patterns in a Large Music Database
Thierry Bertin-Mahieux | Ron J. Weiss | Daniel P. W. Ellis
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

2011

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The Million Song Dataset
Thierry Bertin-Mahieux | Daniel P. W. Ellis | Brian Whitman | Paul Lamere
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011

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Consumer video understanding: a benchmark database and an evaluation of human and machine performance
Yu-Gang Jiang | Guangnan Ye | Shih-Fu Chang | Daniel P. W. Ellis | Alexander C. Loui
Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011

2012

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The million song dataset challenge
Brian McFee | Thierry Bertin-Mahieux | Daniel P. W. Ellis | Gert R. G. Lanckriet
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)

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Large-Scale Cover Song Recognition Using the 2D Fourier Transform Magnitude
Thierry Bertin-Mahieux | Daniel P. W. Ellis
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

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Making a scene: alignment of complete sets of clips based on pairwise audio match
Kai Su | Mor Naaman | Avadhut Gurjar | Mohsin Patel | Daniel P. W. Ellis
International Conference on Multimedia Retrieval, ICMR '12, Hong Kong, China, June 5-8, 2012

2013

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A Video Compression-Based Approach to Measure Music Structural Similarity
Diego Furtado Silva | Hélène Papadopoulos | Gustavo Enrique De Almeida Prado Alves Batista | Daniel P. W. Ellis
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

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Beta Process Sparse Nonnegative Matrix Factorization for Music
Dawen Liang | Matthew D. Hoffman | Daniel P. W. Ellis
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2014

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

2015

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Large-Scale Content-Based Matching of MIDI and Audio Files
Colin Raffel | Daniel P. W. Ellis
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Content-Aware Collaborative Music Recommendation Using Pre-trained Neural Networks
Dawen Liang | Minshu Zhan | Daniel P. W. Ellis
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2016

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Extracting Ground-Truth Information from MIDI Files: A MIDIfesto
Colin Raffel | Daniel P. W. Ellis
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016