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
1092019
Quaternion recurrent neural networks
T Parcollet, M Ravanelli, M Morchid, G Linarès, C Trabelsi, R De Mori, ...
ICLR 2019, 2018
582018
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
442018
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
312016
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
302019
A survey of quaternion neural networks
T Parcollet, M Morchid, G Linares
Artificial Intelligence Review 53 (4), 2957-2982, 2020
272020
Quaternion denoising encoder-decoder for theme identification of telephone conversations
T Parcollet, M Morchid, G Linares
Interspeech 2017, 2017
152017
Deep Quaternion Neural Networks for spoken language understanding
T Parcollet, M Morchid, G Linares
14*
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
92020
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
Speechbrain
M Ravanelli, T Parcollet, A Rouhe, P Plantinga, E Rastorgueva, ...
62021
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
52020
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
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
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
Can Federated Learning Save the Planet?
X Qiu, T Parcollet, D Beutel, T Topal, A Mathur, N Lane
NeurIPS-Tackling Climate Change with Machine Learning, 2020
22020
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
22020
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
12020
Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition
Y Gao, T Parcollet, N Lane
arXiv preprint arXiv:2005.09310, 2020
12020
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