Recherche - Archive ouverte HAL Accéder directement au contenu

Filtrer vos résultats

38 résultats

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

Titouan Parcollet , Yan Gao , Nicholas Lane
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), Dec 2021, Cartagena, Colombia. pp.138-145, ⟨10.1109/ASRU51503.2021.9688302⟩
Communication dans un congrès hal-03601273v1

Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 3 : Démonstrations

Yannick Estève , Tania Jiménez , Titouan Parcollet , Marcely Zanon Boito
Estève, Yannick and Jiménez, Tania and Parcollet, Titouan and Zanon Boito, Marcely. ATALA, 2022
Ouvrages hal-03705848v1

The PyTorch-Kaldi Speech Recognition Toolkit

Mirco Ravanelli , Titouan Parcollet , Yoshua Bengio
IEEE ICASSP, May 2019, Brighton, United Kingdom
Communication dans un congrès hal-02107617v1

Quaternion Convolutional Neural Networks For Theme Identification Of Telephone Conversations

Titouan Parcollet , Mohamed Morchid , Georges Linares , Renato de Mori
2018 IEEE Spoken Language Technology Workshop (SLT), Dec 2018, Athens, Greece. pp.685-691
Communication dans un congrès hal-02107660v1
Image document

FLOWER: A FRIENDLY FEDERATED LEARNING FRAMEWORK

Daniel J. Beutel , Taner Topal , Akhil Mathur , Xinchi Qiu , Javier Fernandez-Marques , et al.
2022
Pré-publication, Document de travail hal-03601230v1
Image document

Quaternion convolutional neural networks for heterogeneous image processing

Titouan Parcollet , Mohamed Morchid , Georges Linarès
IEEE ICASSP, May 2019, Brighton, United Kingdom
Communication dans un congrès hal-02107644v1
Image document

Deep quaternion neural networks for spoken language understanding

Titouan Parcollet , Mohamed Morchid , Georges Linarès
2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), Dec 2017, Okinawa, Japan. pp.504-511
Communication dans un congrès hal-02107630v1

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

Titouan Parcollet , Mohamed Morchid , Georges Linares
CORIA 2019, Mar 2019, Lyon, France
Communication dans un congrès hal-02107663v1
Image document

Real to H-space Encoder for Speech Recognition

Titouan Parcollet , Mohamed Morchid , Georges Linarès , Renato de Mori
INTERSPEECH 2019, Jun 2019, Graz, Austria
Communication dans un congrès hal-02158201v1
Image document

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

Titouan Parcollet , Mirco Ravanelli
2021
Pré-publication, Document de travail hal-03190119v1
Image document

Learning Multilingual Expressive Speech Representation for Prosody Prediction without Parallel Data

Jarod Duret , Titouan Parcollet , Yannick Estève
Speech Synthesis Workshop (SSW), Aug 2023, Grenoble, France
Communication dans un congrès hal-04144850v1
Image document

E2E-SINCNET: TOWARD FULLY END-TO-END SPEECH RECOGNITION

Titouan Parcollet , Mohamed Morchid , Georges Linares
ICASSP, May 2020, Barcelone, Spain
Communication dans un congrès hal-02484600v1
Image document

Can Federated Learning Save the Planet?

Xinchi Qiu , Titouan Parcollet , Daniel J Beutel , Taner Topal , Akhil Mathur , et al.
NeurIPS - Tackling Climate Change with Machine Learning, Dec 2020, Vancouver, Canada
Communication dans un congrès hal-02967192v2
Image document

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

Titouan Parcollet , Ying Zhang , Mohamed Morchid , Chiheb Trabelsi , Georges Linarès , et al.
Interspeech 2018, Sep 2018, HYDERABAD, India. pp.22-26, ⟨10.21437/Interspeech.2018-1898⟩
Communication dans un congrès hal-02107611v1
Image document

Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations

Titouan Parcollet , Mohamed Morchid , Georges Linarès
Interspeech 2017, Aug 2017, Stockholm, Sweden. pp.3325-3328, ⟨10.21437/Interspeech.2017-1029⟩
Communication dans un congrès hal-02107632v1

Quaternion Neural Networks for Multi-Channel Distant Speech Recognition

Xinchi Qiu , Titouan Parcollet , Mirco Ravanelli , Nicholas Lane , Mohamed Morchid
Interspeech 2020, Oct 2020, Shangai, China. pp.329-333, ⟨10.21437/interspeech.2020-1682⟩
Communication dans un congrès hal-03601248v1

ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity

Titouan Parcollet , Javier Fernandez-Marques , Pedro Pb Gusmao , Yan Gao , Nicholas D. Lane
International Conference on Learning Representations (ICLR), Apr 2022, Virtual, Canada
Communication dans un congrès hal-03601316v1
Image document

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

Loren Lugosch , Piyush Papreja , Mirco Ravanelli , Abdelwahab Heba , Titouan Parcollet
35th Conference on Neural Information Processing Systems (NeurIPS 2021) Track on Datasets and Benchmarks., Dec 2021, Virtual, Canada. pp.1-11
Communication dans un congrès hal-03601281v1
Image document

Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation

Paul-Gauthier Noé , Mohammad Mohammadamini , Driss Matrouf , Titouan Parcollet , Andreas Nautsch , et al.
Interspeech 2021, Aug 2021, Brno, Czech Republic
Communication dans un congrès hal-03046920v3
Image document

CGCNN: COMPLEX GABOR CONVOLUTIONAL NEURAL NETWORK ON RAW SPEECH

Paul-Gauthier Noé , Titouan Parcollet , Mohamed Morchid
ICASSP 2020, May 2020, Barcelona, Spain
Communication dans un congrès hal-02474746v1
Image document

Artificial Intelligence: A Tale of Social Responsibility

Cecilia Darnault , Titouan Parcollet , Mohamed Morchid
2019
Pré-publication, Document de travail hal-02270410v2
Image document

Fine-tuning strategies for faster inference using speech self-supervised models: a comparative study

Salah Zaiem , Robin Algayres , Titouan Parcollet , Slim Essid , Mirco Ravanelli
ICASSP 2023 - International Conference on Acoustics, Speech, and Signal Processing, Jun 2023, Rhodes, Greece
Communication dans un congrès hal-04076307v1
Image document

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

Titouan Parcollet , Mohamed Morchid , Xavier Bost , Georges Linarès , Renato de Mori
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2020, 28, pp.198-210. ⟨10.1109/TASLP.2019.2950596⟩
Article dans une revue hal-02402005v1
Image document

Quaternion Recurrent Neural Networks

Titouan Parcollet , Mirco Ravanelli , Mohamed Morchid , Georges Linarès , Chiheb Trabelsi , et al.
ICLR 2019, May 2019, Nouvelle Orléans, United States
Communication dans un congrès hal-02107628v1

A first look into the carbon footprint of federated learning

Xinchi Qiu , Titouan Parcollet , Javier Fernandez-Marques , Pedro Porto Buarque de Gusmao , Daniel J. Beutel , et al.
2022
Pré-publication, Document de travail hal-03601325v1

Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning

Salah Zaiem , Titouan Parcollet , Slim Essid
Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.2851-2855, ⟨10.21437/interspeech.2021-1027⟩
Communication dans un congrès hal-03601265v1
Image document

On the (In)Efficiency of Acoustic Feature Extractors for Self-Supervised Speech Representation Learning

Titouan Parcollet , Shucong Zhang , Rogier van Dalen , Alberto Gil C. P. Ramos , Sourav Bhattacharya
Interspeech 2023, Aug 2023, Dublin, France
Communication dans un congrès hal-04116371v1
Image document

END-TO-END SPEECH RECOGNITION FROM FEDERATED ACOUSTIC MODELS

Yan Gao , Titouan Parcollet , Salah Zaiem , Javier Fernandez-Marques , Pedro de Gusmao , et al.
The International Conference on Acoustics, Speech, & Signal Processing (ICASSP), May 2022, Singapour, Singapore
Communication dans un congrès hal-03601224v1

Tracking dialog states using an Author-Topic based representation

Richard Dufour , Mohamed Morchid , Titouan Parcollet
2016 IEEE Spoken Language Technology Workshop (SLT), Dec 2016, San Diego, United States. pp.544-551
Communication dans un congrès hal-02107641v1
Image document

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

Solène Evain , Ha Nguyen , Hang Le , Marcely Zanon Boito , Salima Mdhaffar , et al.
INTERSPEECH 2021: Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic
Communication dans un congrès hal-03317730v3