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Philippe Hamel
Philippe Hamel
PhD, Computer science
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Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv e-prints, arXiv: 1605.02688, 2016
9132016
Learning features from music audio with deep belief networks.
P Hamel, D Eck
ISMIR 10, 339-344, 2010
4082010
Theano: A Python framework for fast computation of mathematical expressions
TTD Team, R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, ...
arXiv preprint arXiv:1605.02688, 2016
1982016
B→ π K puzzle and new physics
S Baek, P Hamel, D London, A Datta, DA Suprun
Physical Review D 71 (5), 057502, 2005
1542005
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
1502011
AutoMashUpper: Automatic creation of multi-song music mashups
MEP Davies, P Hamel, K Yoshii, M Goto
IEEE/ACM Transactions on Audio, Speech, and Language Processing 22 (12 …, 2014
872014
Polarization states in B→ ρ K* and new physics
S Baek, A Datta, P Hamel, OF Hernández, D London
Physical Review D 72 (9), 094008, 2005
832005
The option keyboard: Combining skills in reinforcement learning
A Barreto, D Borsa, S Hou, G Comanici, E Aygün, P Hamel, D Toyama, ...
Advances in Neural Information Processing Systems 32, 2019
762019
TRANSFER LEARNING IN MIR: SHARING LEARNED LATENT REPRESENTATIONS FOR MUSIC AUDIO CLASSIFICATION AND SIMILARITY
P Hamel, MEP Davies, K Yoshii, M Goto
ISMIR 2013, 2013
572013
Multi-tasking with joint semantic spaces for large-scale music annotation and retrieval
J Weston, S Bengio, P Hamel
Journal of New Music Research 40 (4), 337-348, 2011
562011
Automatic Identification of Instrument Classes in Polyphonic and Poly-Instrument Audio.
P Hamel, S Wood, D Eck
ISMIR, 399-404, 2009
492009
Theano: A Python framework for fast computation of mathematical expressions. arXiv
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint arXiv:1605.02688 10, 2016
412016
AutoMashUpper: An automatic multi-song mashup system
M Davies, P Hamel, K Yoshii, M Goto
392013
Building musically-relevant audio features through multiple timescale representations
P Hamel, Y Bengio, D Eck
322012
Harm de Vries, David Warde-Farley, Dustin J
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
Webb, Matthew Willson, Kelvin Xu, Lijun Xue, Li Yao, Saizheng Zhang, and …, 2016
292016
Theano: A Python framework for fast computation of mathematical expressions. arXiv e-prints, abs/1605.02688
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
URL http://arxiv. org/abs/1605.02688, 2016
262016
Large-scale music annotation and retrieval: Learning to rank in joint semantic spaces
J Weston, S Bengio, P Hamel
arXiv preprint arXiv:1105.5196, 2011
242011
Androidenv: A reinforcement learning platform for android
D Toyama, P Hamel, A Gergely, G Comanici, A Glaese, Z Ahmed, ...
arXiv preprint arXiv:2105.13231, 2021
232021
Pooled features classification mirex 2011 submission
P Hamel
Submission to Audio Train/Test Task of MIREX 2011, 2011
142011
Automatic calculation of forecast response factor
A Bateni, E Kim, P Hamel, SS Chang
US Patent 8,285,582, 2012
122012
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