Gabriel Synnaeve
Gabriel Synnaeve
Research scientist at Facebook AI Research
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A survey of real-time strategy game AI research and competition in StarCraft
S Ontanón, G Synnaeve, A Uriarte, F Richoux, D Churchill, M Preuss
IEEE Transactions on Computational Intelligence and AI in games 5 (4), 293-311, 2013
Wav2letter: an end-to-end convnet-based speech recognition system
R Collobert, C Puhrsch, G Synnaeve
arXiv preprint arXiv:1609.03193, 2016
Intrinsic motivation and automatic curricula via asymmetric self-play
S Sukhbaatar, Z Lin, I Kostrikov, G Synnaeve, A Szlam, R Fergus
arXiv preprint arXiv:1703.05407, 2017
Episodic exploration for deep deterministic policies: An application to starcraft micromanagement tasks
N Usunier, G Synnaeve, Z Lin, S Chintala
arXiv preprint arXiv:1609.02993, 2016
A Bayesian model for opening prediction in RTS games with application to StarCraft
G Synnaeve, P Bessiere
2011 IEEE Conference on Computational Intelligence and Games (CIG'11), 281-288, 2011
A Bayesian model for plan recognition in RTS games applied to StarCraft
G Synnaeve, P Bessiere
arXiv preprint arXiv:1111.3735, 2011
Torchcraft: a library for machine learning research on real-time strategy games
G Synnaeve, N Nardelli, A Auvolat, S Chintala, T Lacroix, Z Lin, F Richoux, ...
arXiv preprint arXiv:1611.00625, 2016
A Bayesian model for RTS units control applied to StarCraft
G Synnaeve, P Bessiere
2011 IEEE Conference on Computational Intelligence and Games (CIG'11), 190-196, 2011
A hybrid dynamic time warping-deep neural network architecture for unsupervised acoustic modeling
R Thiolliere, E Dunbar, G Synnaeve, M Versteegh, E Dupoux
Sixteenth Annual Conference of the International Speech Communication …, 2015
Mazebase: A sandbox for learning from games
S Sukhbaatar, A Szlam, G Synnaeve, S Chintala, R Fergus
arXiv preprint arXiv:1511.07401, 2015
wav2letter++: The fastest open-source speech recognition system
V Pratap, A Hannun, Q Xu, J Cai, J Kahn, G Synnaeve, V Liptchinsky, ...
arXiv preprint arXiv:1812.07625, 2018
Letter-Based Speech Recognition with Gated ConvNets
V Liptchinsky, G Synnaeve, R Collobert
arXiv preprint arXiv:1712.09444, 2017
Phonetics Embedding Learning with Side Information
G Synnaeve, T Schatz, E Dupoux
IEEE Spoken Language Technology Workshop, 2014
Learning filterbanks from raw speech for phone recognition
N Zeghidour, N Usunier, I Kokkinos, T Schaiz, G Synnaeve, E Dupoux
2018 IEEE international conference on acoustics, speech and signal …, 2018
A dataset for starcraft ai\& an example of armies clustering
G Synnaeve, P Bessiere
arXiv preprint arXiv:1211.4552, 2012
Fully convolutional speech recognition
N Zeghidour, Q Xu, V Liptchinsky, N Usunier, G Synnaeve, R Collobert
arXiv preprint arXiv:1812.06864, 2018
End-to-end speech recognition from the raw waveform
N Zeghidour, N Usunier, G Synnaeve, R Collobert, E Dupoux
arXiv preprint arXiv:1806.07098, 2018
Special tactics: A bayesian approach to tactical decision-making
G Synnaeve, P Bessiere
2012 IEEE Conference on Computational Intelligence and Games (CIG), 409-416, 2012
End-to-end asr: from supervised to semi-supervised learning with modern architectures
G Synnaeve, Q Xu, J Kahn, E Grave, T Likhomanenko, V Pratap, A Sriram, ...
arXiv preprint arXiv:1911.08460, 2019
Joint learning of speaker and phonetic similarities with siamese networks.
N Zeghidour, G Synnaeve, N Usunier, E Dupoux
INTERSPEECH, 1295-1299, 2016
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