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Douglas Eck
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Zitiert von
Jahr
A neural representation of sketch drawings
D Ha, D Eck
ICLR 2018, 2018
6482018
Applying LSTM to time series predictable through time-window approaches
FA Gers, D Eck, J Schmidhuber
Neural Nets WIRN Vietri-01, 193-200, 2002
5162002
Neural audio synthesis of musical notes with wavenet autoencoders
J Engel, C Resnick, A Roberts, S Dieleman, D Eck, K Simonyan, ...
ICML 2017, 2017
4742017
Music transformer
CZA Huang, A Vaswani, J Uszkoreit, N Shazeer, I Simon, C Hawthorne, ...
arXiv preprint arXiv:1809.04281, 2018
4192018
Learning features from music audio with deep belief networks.
P Hamel, D Eck
ISMIR 10, 339-344, 2010
4002010
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
3792006
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
3482018
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
3332002
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
3002008
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
2822002
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
2602018
Online and linear-time attention by enforcing monotonic alignments
C Raffel, T Luong, PJ Liu, RJ Weiss, D Eck
ICML 2017, 2017
2302017
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
2162017
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
1612008
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
1442011
This time with feeling: Learning expressive musical performance
S Oore, I Simon, S Dieleman, D Eck, K Simonyan
Neural Computing and Applications 32 (4), 955-967, 2020
1322020
Generating a playlist
GA Heitz III, A Berenzweig, JE Weston, RJ Weiss, SA Goldman, T Walters, ...
US Patent 10,055,493, 2018
1322018
Counterpoint by convolution
CZA Huang, T Cooijmans, A Roberts, A Courville, D Eck
ISMIR 2017, 2016
1282016
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
1272003
Sequence tutor: Conservative fine-tuning of sequence generation models with kl-control
N Jaques, S Gu, D Bahdanau, JM Hernández-Lobato, RE Turner, D Eck
ICLR 2017, 2016
1172016
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