Colin Raffel
Colin Raffel
Research Scientist, Google Brain
Verified email at google.com - Homepage
TitleCited byYear
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint arXiv:1605.02688, 2016
5792016
librosa: Audio and music signal analysis in python
B McFee, C Raffel, D Liang, DPW Ellis, M McVicar, E Battenberg, O Nieto
Proceedings of the 14th python in science conference 8, 2015
460*2015
Lasagne: first release
S Dieleman, J Schlüter, C Raffel, E Olson, SK Sønderby, D Nouri, ...
Zenodo: Geneva, Switzerland 3, 2015
357*2015
mir_eval: A Transparent Implementation of Common MIR Metrics
C Raffel, B McFee, EJ Humphrey, J Salamon, O Nieto, D Liang, DPW Ellis
Proc. of the 15th International Society for Music Information Retrieval …, 2014
1722014
Thermometer Encoding: One Hot Way To Resist Adversarial Examples
J Buckman, A Roy, C Raffel, I Goodfellow
123*2018
Realistic evaluation of deep semi-supervised learning algorithms
A Oliver, A Odena, CA Raffel, ED Cubuk, I Goodfellow
Advances in Neural Information Processing Systems, 3235-3246, 2018
105*2018
Feed-forward networks with attention can solve some long-term memory problems
C Raffel, DPW Ellis
arXiv preprint arXiv:1512.08756, 2015
982015
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
692018
Online and linear-time attention by enforcing monotonic alignments
C Raffel, MT Luong, PJ Liu, RJ Weiss, D Eck
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
642017
Learning-based methods for comparing sequences, with applications to audio-to-midi alignment and matching
C Raffel
Columbia University, 2016
592016
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
542017
Intuitive Analysis, Creation and Manipulation of MIDI Data with pretty_midi
C Raffel, DPW Ellis
International Society for Music Information Retrieval Late Breaking and Demo …, 2014
352014
Is generator conditioning causally related to gan performance?
A Odena, J Buckman, C Olsson, TB Brown, C Olah, C Raffel, I Goodfellow
arXiv preprint arXiv:1802.08768, 2018
312018
Practical modeling of bucket-brigade device circuits
C Raffel, J Smith
Proc. 13th Int. Conf. Digital Audio Effects (DAFx-10), Graz, Austria, 50-56, 2010
292010
Large-Scale Content-Based Matching of MIDI and Audio Files.
C Raffel, DPW Ellis
ISMIR, 234-240, 2015
272015
Poker-CNN: A pattern learning strategy for making draws and bets in poker games using convolutional networks
N Yakovenko, L Cao, C Raffel, J Fan
Thirtieth AAAI Conference on Artificial Intelligence, 2016
232016
Monotonic chunkwise attention
CC Chiu, C Raffel
arXiv preprint arXiv:1712.05382, 2017
202017
Mixmatch: A holistic approach to semi-supervised learning
D Berthelot, N Carlini, I Goodfellow, N Papernot, A Oliver, C Raffel
arXiv preprint arXiv:1905.02249, 2019
192019
Understanding and improving interpolation in autoencoders via an adversarial regularizer
D Berthelot, C Raffel, A Roy, I Goodfellow
arXiv preprint arXiv:1807.07543, 2018
182018
Lingvo: a modular and scalable framework for sequence-to-sequence modeling
J Shen, P Nguyen, Y Wu, Z Chen, MX Chen, Y Jia, A Kannan, T Sainath, ...
arXiv preprint arXiv:1902.08295, 2019
152019
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