Douglas Eck
Title
Cited by
Cited by
Year
A neural representation of sketch drawings
D Ha, D Eck
ICLR 2018, 2018
3952018
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
3572006
Learning features from music audio with deep belief networks.
P Hamel, D Eck
ISMIR 10, 339-344, 2010
3502010
Applying LSTM to time series predictable through time-window approaches
FA Gers, D Eck, J Schmidhuber
Neural Nets WIRN Vietri-01, 193-200, 2002
3462002
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
2912008
Neural audio synthesis of musical notes with wavenet autoencoders
J Engel, C Resnick, A Roberts, S Dieleman, D Eck, K Simonyan, ...
ICML 2017, 2017
2872017
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
2652002
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
2442002
A hierarchical latent vector model for learning long-term structure in music
A Roberts, J Engel, C Raffel, C Hawthorne, D Eck
International Conference on Machine Learning, 4364-4373, 2018
1942018
Music transformer
CZA Huang, A Vaswani, J Uszkoreit, N Shazeer, I Simon, C Hawthorne, ...
arXiv preprint arXiv:1809.04281, 2018
1662018
Online and linear-time attention by enforcing monotonic alignments
C Raffel, T Luong, PJ Liu, RJ Weiss, D Eck
ICML 2017, 2017
1622017
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
1602008
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
1352017
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
1292011
Generating a playlist
GA Heitz III, A Berenzweig, JE Weston, RJ Weiss, SA Goldman, T Walters, ...
US Patent 10,055,493, 2018
1252018
Enabling factorized piano music modeling and generation with the MAESTRO dataset
C Hawthorne, A Stasyuk, A Roberts, I Simon, CZA Huang, S Dieleman, ...
arXiv preprint arXiv:1810.12247, 2018
1182018
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
982003
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
942011
Learning the long-term structure of the blues
D Eck, J Schmidhuber
International Conference on Artificial Neural Networks, 284-289, 2002
882002
Steerable Playlist Generation by Learning Song Similarity from Radio Station Playlists.
F Maillet, D Eck, G Desjardins, P Lamere
ISMIR, 345-350, 2009
842009
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Articles 1–20