Publications of Douglas Eck
2011
| , , and , 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 |
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2010
| and , 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 |
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| , and , 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 |
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2009
| , and , An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism, in: Neural Information Processing Systems Conference (NIPS) 22, pages 405--413, "", 2009 |
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| , and , 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 |
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| , and , Probabilistic Models for Melodic Prediction (2009), in: Artificial Intelligence Journal, 173(1266-1274) |
| , , and , 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 |
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| , and , Towards a musical beat emphasis function, in: Proceedings of IEEE WASPAA, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009 |
2008
| , , and , A generative model for rhythms, in: Proceedings of the Twenty-three International Conference on Machine Learning (ICML'06), Helsinki, Finland, pages "", ACM, 2008 |
| , , and , Automatic Generation of Social Tags for Music Recommendation, in: Advances in Neural Information Processing Systems 20 (NIPS'07), MIT Press, 2008 |
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| , , and , Autotagger: A Model For Predicting Social Tags from Acoustic Features on Large Music Databases (2008), in: Journal of New Music Research |
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| and , Learning Musical Structure Directly from Sequences of Music, Université de Montréal DIRO, number 1300, 2008 |
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| , and , Metropolis-Hastings Sampling in a FilterBoost Music Classifier, in: Music and machine learning workshop (ICML08), 2008 |
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| , and , 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 |
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2007
| , , and , A generative model for rhythms, 2007 |
| and , A Supervised Classification Algorithm For Note Onset Detection (2007), in: EURASIP Journal on Applied Signal Processing, 2007:ID 43745(1--13) |
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| , and , Autotagging music using supervised machine learning, in: {Proceedings of the 8th International Conference on Music Information Retrieval ({ISMIR} 2007)}, 2007 |
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| , 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 |
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| and , 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 |
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| and , Using 3D Visualizations to Explore and Discover Music, in: {Proceedings of the 8th International Conference on Music Information Retrieval ({ISMIR} 2007)}, "", 2007 |
2006
| , , , and , Aggregate Features and AdaBoost for Music Classification (2006), in: Machine Learning, 65(473--484) |
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| , 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 |
| , Finding Long-Timescale Musical Structure with an Autocorrelation Phase Matrix (2006), in: Music Perception, 24:2(167--176) |
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