| 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 | 579 | 2016 |
| 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 | 172 | 2014 |
| 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 | 98 | 2015 |
| 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 | 69 | 2018 |
| 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 | 64 | 2017 |
| Learning-based methods for comparing sequences, with applications to audio-to-midi alignment and matching C Raffel Columbia University, 2016 | 59 | 2016 |
| 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 | 54 | 2017 |
| 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 | 35 | 2014 |
| 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 | 31 | 2018 |
| 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 | 29 | 2010 |
| Large-Scale Content-Based Matching of MIDI and Audio Files. C Raffel, DPW Ellis ISMIR, 234-240, 2015 | 27 | 2015 |
| 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 | 23 | 2016 |
| Monotonic chunkwise attention CC Chiu, C Raffel arXiv preprint arXiv:1712.05382, 2017 | 20 | 2017 |
| 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 | 19 | 2019 |
| Understanding and improving interpolation in autoencoders via an adversarial regularizer D Berthelot, C Raffel, A Roy, I Goodfellow arXiv preprint arXiv:1807.07543, 2018 | 18 | 2018 |
| 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 | 15 | 2019 |
Daniel P W EllisResearch Scientist, GoogleVerified email at google.com