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Titouan Parcollet
Titouan Parcollet
Associate Professor, Avignon Université
Adresse e-mail validée de univ-avignon.fr - Page d'accueil
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The pytorch-kaldi speech recognition toolkit
M Ravanelli, T Parcollet, Y Bengio
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
1932019
SpeechBrain: A general-purpose speech toolkit
M Ravanelli, T Parcollet, P Plantinga, A Rouhe, S Cornell, L Lugosch, ...
arXiv preprint arXiv:2106.04624, 2021
151*2021
Flower: A friendly federated learning research framework
DJ Beutel, T Topal, A Mathur, X Qiu, T Parcollet, PPB de Gusmão, ...
arXiv preprint arXiv:2007.14390, 2020
1032020
Quaternion recurrent neural networks
T Parcollet, M Ravanelli, M Morchid, G Linarès, C Trabelsi, R De Mori, ...
ICLR 2019, 2018
902018
Quaternion convolutional neural networks for end-to-end automatic speech recognition
T Parcollet, Y Zhang, M Morchid, C Trabelsi, G Linarès, R De Mori, ...
INTERSPEECH 2018, 2018
762018
A survey of quaternion neural networks
T Parcollet, M Morchid, G Linarès
Artificial Intelligence Review 53 (4), 2957-2982, 2020
672020
Quaternion convolutional neural networks for heterogeneous image processing
T Parcollet, M Morchid, G Linarès
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
542019
Quaternion neural networks for spoken language understanding
T Parcollet, M Morchid, PM Bousquet, R Dufour, G Linarès, R De Mori
2016 IEEE Spoken Language Technology Workshop (SLT), 362-368, 2016
342016
Lebenchmark: A reproducible framework for assessing self-supervised representation learning from speech
S Evain, H Nguyen, H Le, MZ Boito, S Mdhaffar, S Alisamir, Z Tong, ...
arXiv preprint arXiv:2104.11462, 2021
282021
Deep Quaternion Neural Networks for spoken language understanding
T Parcollet, M Morchid, G Linares
23*
A first look into the carbon footprint of federated learning
X Qiu, T Parcollet, J Fernandez-Marques, PPB de Gusmao, DJ Beutel, ...
arXiv preprint arXiv:2102.07627, 2021
172021
E2E-SINCNET: Toward fully end-to-end speech recognition
T Parcollet, M Morchid, G Linares
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
172020
Quaternion denoising encoder-decoder for theme identification of telephone conversations
T Parcollet, M Morchid, G Linares
Interspeech 2017, 2017
172017
Cgcnn: Complex gabor convolutional neural network on raw speech
PG Noé, T Parcollet, M Morchid
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
142020
Bidirectional quaternion long short-term memory recurrent neural networks for speech recognition
T Parcollet, M Morchid, G Linarès, R De Mori
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
132019
Task agnostic and task specific self-supervised learning from speech with LeBenchmark
S Evain, MH Nguyen, H Le, MZ Boito, S Mdhaffar, S Alisamir, Z Tong, ...
122021
The energy and carbon footprint of training end-to-end speech recognizers
T Parcollet, M Ravanelli
122021
Can federated learning save the planet?
X Qiu, T Parcollet, DJ Beutel, T Topal, A Mathur, ND Lane
arXiv preprint arXiv:2010.06537, 2020
92020
Quaternion neural networks for multi-channel distant speech recognition
X Qiu, T Parcollet, M Ravanelli, N Lane, M Morchid
arXiv preprint arXiv:2005.08566, 2020
92020
Speech recognition with quaternion neural networks
T Parcollet, M Ravanelli, M Morchid, G Linarès, R De Mori
NeurIPS 2018 - IRASL, 2018
92018
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