Eric J. Humphrey


2012

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Compressing Music Recordings into Audio Summaries
Oriol Nieto | Eric J. Humphrey | Juan Pablo Bello
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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Moving Beyond Feature Design: Deep Architectures and Automatic Feature Learning in Music Informatics
Eric J. Humphrey | Juan Pablo Bello | Yann LeCun
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

2013

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Data Driven and Discriminative Projections for Large-Scale Cover Song Identification
Eric J. Humphrey | Oriol Nieto | Juan Pablo Bello
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

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

2015

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A Software Framework for Musical Data Augmentation
Brian McFee | Eric J. Humphrey | Juan Pablo Bello
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Four Timely Insights on Automatic Chord Estimation
Eric J. Humphrey | Juan Pablo Bello
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2016

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A Plan for Sustainable MIR Evaluation
Brian McFee | Eric J. Humphrey | Julián Urbano
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

2017

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Automatic Playlist Sequencing and Transitions
Rachel M. Bittner | Minwei Gu | Gandalf Hernandez | Eric J. Humphrey | Tristan Jehan | Hunter McCurry | Nicola Montecchio
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music
Eric J. Humphrey | Nicola Montecchio | Rachel M. Bittner | Andreas Jansson | Tristan Jehan
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Singing Voice Separation with Deep U-Net Convolutional Networks
Andreas Jansson | Eric J. Humphrey | Nicola Montecchio | Rachel M. Bittner | Aparna Kumar | Tillman Weyde
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017