| 2025 | ASRU | Evaluation of LLMs in Speech is Often Flawed: Test Set Contamination in Large Language Models for Speech Recognition. | Yuan Tseng, Titouan Parcollet, Rogier C. van Dalen, Shucong Zhang, Sourav Bhattacharya |
| 2025 | ASRU | Benchmarking Rotary Position Embeddings for Automatic Speech Recognition. | Shucong Zhang, Titouan Parcollet, Rogier C. van Dalen, Sourav Bhattacharya |
| 2025 | ICASSP | Linear Time Complexity Conformers with SummaryMixing for Streaming Speech Recognition. | Titouan Parcollet, Rogier van Dalen, Shucong Zhang, Sourav Bhattacharya |
| 2025 | Interspeech | Robust Unsupervised Adaptation of a Speech Recogniser Using Entropy Minimisation and Speaker Codes. | Rogier C. van Dalen, Shucong Zhang, Titouan Parcollet, Sourav Bhattacharya |
| 2025 | Interspeech | Loquacious Set: 25, 000 Hours of Transcribed and Diverse English Speech Recognition Data for Research and Commercial Use. | Titouan Parcollet, Yuan Tseng, Shucong Zhang, Rogier C. van Dalen |
| 2025 | Interspeech | Towards Early Prediction of Self-Supervised Speech Model Performance. | Ryan Whetten, Lucas Maison, Titouan Parcollet, Marco Dinarelli, Yannick Estve |
| 2024 | ICASSP | Open Implementation and Study of Best-RQ for Speech Processing. | Ryan Whetten, Titouan Parcollet, Marco Dinarelli, Yannick Estve |
| 2024 | Interspeech | SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding. | Titouan Parcollet, Rogier van Dalen, Shucong Zhang, Sourav Bhattacharya |
| 2024 | Interspeech | Linear-Complexity Self-Supervised Learning for Speech Processing. | Shucong Zhang, Titouan Parcollet, Rogier van Dalen, Sourav Bhattacharya |
| 2023 | ASRU | Enhancing Expressivity Transfer in Textless Speech-to-Speech Translation. | Jarod Duret, Benjamin O'Brien, Yannick Estve, Titouan Parcollet |
| 2023 | ICASSP | Stabilising and Accelerating Light Gated Recurrent Units for Automatic Speech Recognition. | Adel Moumen, Titouan Parcollet |
| 2023 | ICASSP | Fine-Tuning Strategies for Faster Inference Using Speech Self-Supervised Models: A Comparative Study. | Salah Zaiem, Robin Algayres, Titouan Parcollet, Slim Essid, Mirco Ravanelli |
| 2023 | Interspeech | HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition. | Florian Mai, Juan Zuluaga-Gomez, Titouan Parcollet, Petr Motlcek |
| 2023 | Interspeech | 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 |
| 2023 | Interspeech | Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? | Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli |
| 2023 | Interspeech | Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations. | Salah Zaiem, Titouan Parcollet, Slim Essid |
| 2023 | Interspeech | Real-Time Personalised Speech Enhancement Transformers with Dynamic Cross-attended Speaker Representations. | Shucong Zhang, Malcolm Chadwick, Alberto Gil C. P. Ramos, Titouan Parcollet, Rogier van Dalen, Sourav Bhattacharya |
| 2022 | ICASSP | End-to-End Speech Recognition from Federated Acoustic Models. | Yan Gao, Titouan Parcollet, Salah Zaiem, Javier Fernndez-Marqus, Pedro P. B. de Gusmao, Daniel J. Beutel, Nicholas D. Lane |
| 2022 | ICLR | ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity. | Xinchi Qiu, Javier Fernndez-Marqus, Pedro P. B. de Gusmao, Yan Gao, Titouan Parcollet, Nicholas Donald Lane |
| 2022 | Interspeech | Federated Self-supervised Speech Representations: Are We There Yet? | Yan Gao, Javier Fernndez-Marqus, Titouan Parcollet, Abhinav Mehrotra, Nicholas D. Lane |
| 2022 | Interspeech | End-to-end model for named entity recognition from speech without paired training data. | Salima Mdhaffar, Jarod Duret, Titouan Parcollet, Yannick Estve |
| 2022 | Interspeech | Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning. | Salah Zaiem, Titouan Parcollet, Slim Essid |
| 2021 | ASRU | Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition. | Yan Gao, Titouan Parcollet, Nicholas D. Lane |
| 2021 | Interspeech | Untitled record | Solne Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estve, Benjamin Lecouteux, Franois Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier |
| 2021 | Interspeech | Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation. | Paul-Gauthier No, Mohammad MohammadAmini, Driss Matrouf, Titouan Parcollet, Andreas Nautsch, Jean-Franois Bonastre |
| 2021 | Interspeech | The Energy and Carbon Footprint of Training End-to-End Speech Recognizers. | Titouan Parcollet, Mirco Ravanelli |
| 2021 | Interspeech | Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning. | Salah Zaiem, Titouan Parcollet, Slim Essid |
| 2020 | ICASSP | CGCNN: Complex Gabor Convolutional Neural Network on Raw Speech. | Paul-Gauthier No, Titouan Parcollet, Mohamed Morchid |
| 2020 | ICASSP | E2E-SINCNET: Toward Fully End-To-End Speech Recognition. | Titouan Parcollet, Mohamed Morchid, Georges Linars |
| 2020 | Interspeech | FusionRNN: Shared Neural Parameters for Multi-Channel Distant Speech Recognition. | Titouan Parcollet, Xinchi Qiu, Nicholas D. Lane |
| 2020 | Interspeech | Quaternion Neural Networks for Multi-Channel Distant Speech Recognition. | Xinchi Qiu, Titouan Parcollet, Mirco Ravanelli, Nicholas D. Lane, Mohamed Morchid |
| 2019 | ICASSP | Quaternion Convolutional Neural Networks for Heterogeneous Image Processing. | Titouan Parcollet, Mohamed Morchid, Georges Linars |
| 2019 | ICASSP | Bidirectional Quaternion Long Short-term Memory Recurrent Neural Networks for Speech Recognition. | Titouan Parcollet, Mohamed Morchid, Georges Linars, Renato De Mori |
| 2019 | ICASSP | The Pytorch-kaldi Speech Recognition Toolkit. | Mirco Ravanelli, Titouan Parcollet, Yoshua Bengio |
| 2019 | ICLR | Quaternion Recurrent Neural Networks. | Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linars, Chiheb Trabelsi, Renato De Mori, Yoshua Bengio |
| 2019 | Interspeech | M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding. | Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linars |
| 2019 | Interspeech | Real to H-Space Encoder for Speech Recognition. | Titouan Parcollet, Mohamed Morchid, Georges Linars, Renato De Mori |
| 2018 | Interspeech | Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition. | Titouan Parcollet, Ying Zhang, Mohamed Morchid, Chiheb Trabelsi, Georges Linars, Renato de Mori, Yoshua Bengio |
| 2017 | ASRU | Deep quaternion neural networks for spoken language understanding. | Titouan Parcollet, Mohamed Morchid, Georges Linars |
| 2017 | Interspeech | Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations. | Titouan Parcollet, Mohamed Morchid, Georges Linars |