Titouan Parcollet
Titouan Parcollet
Associate Professor, Avignon Université
Verified email at univ-avignon.fr - Homepage
Title
Cited by
Cited by
Year
The pytorch-kaldi speech recognition toolkit
M Ravanelli, T Parcollet, Y Bengio
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
1422019
Quaternion recurrent neural networks
T Parcollet, M Ravanelli, M Morchid, G Linarès, C Trabelsi, R De Mori, ...
ICLR 2019, 2018
712018
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
592018
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
422019
A survey of quaternion neural networks
T Parcollet, M Morchid, G Linarès
Artificial Intelligence Review 53 (4), 2957-2982, 2020
372020
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
332016
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
192020
Deep Quaternion Neural Networks for spoken language understanding
T Parcollet, M Morchid, G Linares
18*
Quaternion denoising encoder-decoder for theme identification of telephone conversations
T Parcollet, M Morchid, G Linares
Interspeech 2017, 2017
172017
SpeechBrain: A General-Purpose Speech Toolkit
M Ravanelli, T Parcollet, P Plantinga, A Rouhe, S Cornell, L Lugosch, ...
arXiv preprint arXiv:2106.04624, 2021
112021
Speechbrain
M Ravanelli, T Parcollet, A Rouhe, P Plantinga, E Rastorgueva, ...
112021
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
102020
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
82020
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
82019
Speech recognition with quaternion neural networks
T Parcollet, M Ravanelli, M Morchid, G Linarès, R De Mori
NeurIPS 2018 - IRASL, 2018
72018
Can Federated Learning Save the Planet?
X Qiu, T Parcollet, DJ Beutel, T Topal, A Mathur, ND Lane
arXiv preprint arXiv:2010.06537, 2020
52020
Quaternion convolutional neural networks for theme identification of telephone conversations
T Parcollet, M Morchid, G Linarès, R De Mori
2018 IEEE Spoken Language Technology Workshop (SLT), 685-691, 2018
52018
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
42021
Tracking dialog states using an author-topic based representation
R Dufour, M Morchid, T Parcollet
2016 IEEE Spoken Language Technology Workshop (SLT), 544-551, 2016
42016
Adversarial disentanglement of speaker representation for attribute-driven privacy preservation
PG Noé, M Mohammadamini, D Matrouf, T Parcollet, A Nautsch, ...
arXiv preprint arXiv:2012.04454, 2020
32020
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