Douglas Eck


2005

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A Probabilistic Model for Chord Progressions
Jean-François Paiement | Douglas Eck | Samy Bengio
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

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Frame-Level Audio Feature Extraction Using AdaBoost
Norman Casagrande | Douglas Eck | Balázs Kégl
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

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Finding Meter in Music Using An Autocorrelation Phase Matrix and Shannon Entropy
Douglas Eck | Norman Casagrande
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

2006

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Predicting genre labels for artist using FreeDB
James Bergstra | Alexandre Lacoste | Douglas Eck
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

2007

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Using 3D Visualizations to Explore and Discover Music
Paul Lamere | Douglas Eck
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

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Autotagging Music Using Supervised Machine Learning
Douglas Eck | Thierry Bertin-Mahieux | Paul Lamere
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

2008

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On the Use of Sparce Time Relative Auditory Codes for Music
Pierre-Antoine Manzagol | Thierry Bertin-Mahieux | Douglas Eck
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

2009

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Steerable Playlist Generation by Learning Song Similarity from Radio Station Playlists
François Maillet | Douglas Eck | Guillaume Desjardins | Paul Lamere
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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Automatic Identification of Instrument Classes in Polyphonic and Poly-Instrument Audio
Philippe Hamel | Sean Wood | Douglas Eck
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

2010

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Learning Features from Music Audio with Deep Belief Networks
Philippe Hamel | Douglas Eck
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

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Learning Tags that Vary Within a Song
Michael I. Mandel | Douglas Eck | Yoshua Bengio
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

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Scalable Genre and Tag Prediction with Spectral Covariance
James Bergstra | Michael I. Mandel | Douglas Eck
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

2011

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Temporal Pooling and Multiscale Learning for Automatic Annotation and Ranking of Music Audio
Philippe Hamel | Simon Lemieux | Yoshua Bengio | Douglas Eck
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011

2012

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Building Musically-relevant Audio Features through Multiple Timescale Representations
Philippe Hamel | Yoshua Bengio | Douglas Eck
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

2017

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Counterpoint by Convolution
Cheng-Zhi Anna Huang | Tim Cooijmans | Adam Roberts | Aaron C. Courville | Douglas Eck
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

2018

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Onsets and Frames: Dual-Objective Piano Transcription
Curtis Hawthorne | Erich Elsen | Jialin Song | Adam Roberts | Ian Simon | Colin Raffel | Jesse H. Engel | Sageev Oore | Douglas Eck
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018