Douglas Eck
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Aggregate features and AdaBoost for music classification
J Bergstra, N Casagrande, D Erhan, D Eck, B Kégl
Machine learning 65 (2-3), 473-484, 2006
3362006
Learning features from music audio with deep belief networks.
P Hamel, D Eck
ISMIR 10, 339-344, 2010
3202010
A neural representation of sketch drawings
D Ha, D Eck
ICLR 2018, 2018
3132018
Applying LSTM to time series predictable through time-window approaches
FA Gers, D Eck, J Schmidhuber
Neural Nets WIRN Vietri-01, 193-200, 2002
2922002
Automatic generation of social tags for music recommendation
D Eck, P Lamere, T Bertin-Mahieux, S Green
NIPS: Advances in Neural Information Processing Systems, 385-392, 2008
2802008
Neural audio synthesis of musical notes with wavenet autoencoders
J Engel, C Resnick, A Roberts, S Dieleman, D Eck, K Simonyan, ...
ICML 2017, 2017
2322017
Finding temporal structure in music: Blues improvisation with LSTM recurrent networks
D Eck, J Schmidhuber
Proceedings of the 12th IEEE workshop on neural networks for signal …, 2002
2292002
A first look at music composition using lstm recurrent neural networks
D Eck, J Schmidhuber
Istituto Dalle Molle Di Studi Sull Intelligenza Artificiale 103, 48, 2002
2242002
Autotagger: A model for predicting social tags from acoustic features on large music databases
T Bertin-Mahieux, D Eck, F Maillet, P Lamere
Journal of New Music Research 37 (2), 115-135, 2008
1522008
A hierarchical latent vector model for learning long-term structure in music
A Roberts, J Engel, C Raffel, C Hawthorne, D Eck
arXiv preprint arXiv:1803.05428, 2018
1382018
Online and linear-time attention by enforcing monotonic alignments
C Raffel, T Luong, PJ Liu, RJ Weiss, D Eck
ICML 2017, 2017
1242017
Temporal Pooling and Multiscale Learning for Automatic Annotation and Ranking of Music Audio.
P Hamel, S Lemieux, Y Bengio, D Eck
ISMIR, 729-734, 2011
1242011
Generating a playlist
GA Heitz III, A Berenzweig, JE Weston, RJ Weiss, SA Goldman, T Walters, ...
US Patent 10,055,493, 2018
1142018
Onsets and frames: Dual-objective piano transcription
C Hawthorne, E Elsen, J Song, A Roberts, I Simon, C Raffel, J Engel, ...
arXiv preprint arXiv:1710.11153, 2017
952017
Automatic tagging of audio: The state-of-the-art
T Bertin-Mahieux, D Eck, M Mandel
Machine audition: Principles, algorithms and systems, 334-352, 2011
912011
Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets
JA Pérez-Ortiz, FA Gers, D Eck, J Schmidhuber
Neural Networks 16 (2), 241-250, 2003
912003
Steerable Playlist Generation by Learning Song Similarity from Radio Station Playlists.
F Maillet, D Eck, G Desjardins, P Lamere
ISMIR, 345-350, 2009
792009
A supervised classification algorithm for note onset detection
A Lacoste, D Eck
EURASIP Journal on Advances in Signal Processing 2007, 1-13, 2006
792006
Learning the long-term structure of the blues
D Eck, J Schmidhuber
International Conference on Artificial Neural Networks, 284-289, 2002
772002
A probabilistic model for chord progressions
JF Paiement, D Eck, S Bengio
Proceedings of the Sixth International Conference on Music Information …, 2005
732005
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