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Douglas Eck
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Cited by
Year
A neural representation of sketch drawings
D Ha, D Eck
ICLR 2018, 2018
7502018
Applying LSTM to time series predictable through time-window approaches
FA Gers, D Eck, J Schmidhuber
Artificial Neural Networks—ICANN 2001: International Conference Vienna …, 2001
5712001
Music transformer
CZA Huang, A Vaswani, J Uszkoreit, N Shazeer, I Simon, C Hawthorne, ...
arXiv preprint arXiv:1809.04281, 2018
5542018
Neural audio synthesis of musical notes with wavenet autoencoders
J Engel, C Resnick, A Roberts, S Dieleman, D Eck, K Simonyan, ...
ICML 2017, 2017
5462017
Palm: Scaling language modeling with pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
arXiv preprint arXiv:2204.02311, 2022
5242022
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
4162018
Learning features from music audio with deep belief networks.
P Hamel, D Eck
ISMIR 10, 339-344, 2010
4052010
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
3892006
A first look at music composition using lstm recurrent neural networks
D Eck, J Schmidhuber
Istituto Dalle Molle Di Studi Sull Intelligenza Artificiale 103 (4), 48, 2002
3702002
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
3262018
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
3132002
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
3032008
Online and linear-time attention by enforcing monotonic alignments
C Raffel, T Luong, PJ Liu, RJ Weiss, D Eck
ICML 2017, 2017
2662017
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
2562017
This time with feeling: learning expressive musical performance
S Oore, I Simon, S Dieleman, D Eck, K Simonyan
Neural Computing and Applications 32, 955-967, 2020
1682020
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
Counterpoint by convolution
CZA Huang, T Cooijmans, A Roberts, A Courville, D Eck
ISMIR 2017, 2016
1532016
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
1492011
Generating a playlist
GA Heitz III, A Berenzweig, JE Weston, RJ Weiss, SA Goldman, T Walters, ...
US Patent 10,055,493, 2018
1462018
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
1452003
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