Douglas Eck
First name(s): Douglas
Last name(s): Eck

Publications of Douglas Eck
| 1-25 | 26-50 | 51-75 |

2011
Philippe Hamel, Simon Lemieux, Yoshua Bengio and Douglas Eck, Temporal pooling and multiscale learning for automatic annotation and ranking of music audio, in: In Proceedings of the 12th International Conference on Music Information Retrieval (ISMIR’11), Miami, FL, USA, 2011
download
2010
Philippe Hamel and Douglas Eck, Learning features from music audio with deep belief networks, in: Proceedings of the 11th {I}nternational {S}ociety for {M}usic {I}nformation {R}etrieval {C}onference ({ISMIR}), Utrecht, The Netherlands, pages 339--344, 2010
download
James Bergstra, Michael Mandel and Douglas Eck, Scalable Genre and Tag Prediction with Spectral Covariance, in: Proceedings of the 11th {I}nternational {S}ociety for {M}usic {I}nformation {R}etrieval {C}onference ({ISMIR}), Utrecht, The Netherlands., pages 507--512, 2010
download
2009
Aaron Courville, Douglas Eck and Yoshua Bengio, An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism, in: Neural Information Processing Systems Conference (NIPS) 22, pages 405--413, "", 2009
download
[URL]
Philippe Hamel, Sean Wood and Douglas Eck, Automatic Identification of Instrument Classes in Polyphonic and Poly-Instrument Audio, in: 10th International Society for Music Information Retrieval Conference, Kobe, Japan, pages 399--404, 2009
download
[URL]
Jean-François Paiement, Samy Bengio and Douglas Eck, Probabilistic Models for Melodic Prediction (2009), in: Artificial Intelligence Journal, 173(1266-1274)
François Maillet, Douglas Eck, Guillaume Desjardins and Paul Lamere, Steerable Playlist Generation by Learning Song Similarity from Radio Station Playlists, in: Proceedings of the 10th International Conference on Music Information Retrieval, Kobe, Japan, 2009
[URL]
M. Davies, M. Plumbley and Douglas Eck, Towards a musical beat emphasis function, in: Proceedings of IEEE WASPAA, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009
2008
Jean-François Paiement, Yves Grandvalet, Samy Bengio and Douglas Eck, A generative model for rhythms, in: Proceedings of the Twenty-three International Conference on Machine Learning (ICML'06), Helsinki, Finland, pages "", ACM, 2008
Douglas Eck, Paul Lamere, Thierry Bertin-Mahieux and Stephen Green, Automatic Generation of Social Tags for Music Recommendation, in: Advances in Neural Information Processing Systems 20 (NIPS'07), MIT Press, 2008
attachment
[URL]
Douglas Eck and J. Lapalme, Learning Musical Structure Directly from Sequences of Music, Université de Montréal DIRO, number 1300, 2008
[URL]
Pierre-Antoine Manzagol, Thierry Bertin-Mahieux and Douglas Eck, On the Use of Sparse Time-Relative Auditory Codes for Music, in: {Proceedings of the 9th International Conference on Music Information Retrieval ({ISMIR} 2008)}, 2008
download
2007
Alexandre Lacoste and Douglas Eck, A Supervised Classification Algorithm For Note Onset Detection (2007), in: EURASIP Journal on Applied Signal Processing, 2007:ID 43745(1--13)
[URL]
Douglas Eck, Thierry Bertin-Mahieux and Paul Lamere, Autotagging music using supervised machine learning, in: {Proceedings of the 8th International Conference on Music Information Retrieval ({ISMIR} 2007)}, 2007
attachment
Douglas Eck, Beat Tracking Using an Autocorrelation Phase Matrix, in: {Proceedings of the 2007 International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, pages 1313--1316, IEEE Signal Processing Society, 2007
[URL]
Herbert Jaeger and Douglas Eck, Can't get you out of my head: A connectionist model of cyclic rehearsal, in: Modeling Communications with Robots and Virtual Humans, Springer-Verlag, 2007
[URL]
Paul Lamere and Douglas Eck, Using 3D Visualizations to Explore and Discover Music, in: {Proceedings of the 8th International Conference on Music Information Retrieval ({ISMIR} 2007)}, "", 2007
2006
Douglas Eck, Beat Induction Using an Autocorrelation Phase Matrix, in: The Proceedings of the 9th International Conference on Music Perception and Cognition ({ICMPC9}), pages 931-932, Causal Productions, 2006
| 1-25 | 26-50 | 51-75 |