Titouan Parcollet

发表

Quaternion Convolutional Neural Networks For Theme Identification Of Telephone Conversations

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2018, 2018 IEEE Spoken Language Technology Workshop (SLT).

Speech recognition with quaternion neural networks pdf

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2018, ArXiv.

Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition

Ying Zhang, Titouan Parcollet, Mohamed Morchid, 2018, INTERSPEECH.

Quaternion neural networks. (Réseaux de neurones fondés sur l'algèbre des quaternions)

Titouan Parcollet, 2019 .

Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation pdf

Titouan Parcollet, Driss Matrouf, Mohammad Mohammadamini, 2020, ArXiv.

A first look into the carbon footprint of federated learning pdf

Titouan Parcollet, Nicholas D. Lane, Akhil Mathur, 2020, ArXiv.

Quaternion Neural Networks for Spoken Language Understanding

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2016, 2016 IEEE Spoken Language Technology Workshop (SLT).

Bidirectional Quaternion Long Short-term Memory Recurrent Neural Networks for Speech Recognition

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition pdf

Titouan Parcollet, Yan Gao, Nicholas Lane, 2020, ArXiv.

E2E-SINCNET: Toward Fully End-To-End Speech Recognition

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2017, INTERSPEECH.

Quaternion neural networks

Titouan Parcollet, 2019 .

Quaternion Recurrent Neural Networks pdf

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2018, ICLR.

FusionRNN: Shared Neural Parameters for Multi-Channel Distant Speech Recognition

Titouan Parcollet, Nicholas D. Lane, Xinchi Qiu, 2020, INTERSPEECH.

M2H-GAN: A GAN-based Mapping from Machine to Human Transcripts for Speech Understanding pdf

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2019, INTERSPEECH.

Can Federated Learning Save The Planet

Titouan Parcollet, Nicholas D. Lane, Akhil Mathur, 2020 .

Real to H-Space Autoencoders for Theme Identification in Telephone Conversations

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2020, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Réseaux de neurones de quaternions pour le traitement du langage

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2017, CORIA.

Tracking dialog states using an Author-Topic based representation

Titouan Parcollet, Mohamed Morchid, Richard Dufour, 2016, 2016 IEEE Spoken Language Technology Workshop (SLT).

Quaternion Neural Networks for Multi-channel Distant Speech Recognition pdf

Titouan Parcollet, Mohamed Morchid, Mirco Ravanelli, 2020, INTERSPEECH.

Réseaux de neurones convolutifs de quaternions pour l'identification de thèmes de conversations téléphoniques

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2019, CORIA.

CGCNN: Complex Gabor Convolutional Neural Network on Raw Speech

Titouan Parcollet, Mohamed Morchid, Paul-Gauthier No'e, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Quaternion Convolutional Neural Networks for Heterogeneous Image Processing

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Deep quaternion neural networks for spoken language understanding

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2017, 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

Quaternion Neural Networks for Multi-channel Distant Speech Recognition

Titouan Parcollet, Mohamed Morchid, Mirco Ravanelli, 2020, INTERSPEECH.

Flower: A Friendly Federated Learning Research Framework pdf

Titouan Parcollet, Nicholas D. Lane, Akhil Mathur, 2020, ArXiv.

Real to H-space Encoder for Speech Recognition

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2019, INTERSPEECH.

The Pytorch-kaldi Speech Recognition Toolkit

Titouan Parcollet, Yoshua Bengio, Mirco Ravanelli, 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

The Energy and Carbon Footprint of Training End-to-End Speech Recognizers

Titouan Parcollet, Mirco Ravanelli, Titouan Parcollet, 2021, Interspeech.

End-to-End Speech Recognition from Federated Acoustic Models pdf

Titouan Parcollet, Nicholas D. Lane, Daniel J. Beutel, 2021, ArXiv.

Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers pdf

Titouan Parcollet, Mirco Ravanelli, Loren Lugosch, 2021, ArXiv.

LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech pdf

Titouan Parcollet, Fabien Ringeval, Solange Rossato, 2021, Interspeech 2021.

Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation pdf

Titouan Parcollet, Driss Matrouf, Mohammad Mohammadamini, 2021, Interspeech 2021.

SpeechBrain: A General-Purpose Speech Toolkit pdf

Titouan Parcollet, Yoshua Bengio, Renato De Mori, 2021, ArXiv.