Titouan Parcollet

109 papers A* 1A 22C 5Misc 8Journal 57Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Study of Data Selection Strategies for Pre-training Self-Supervised Speech Models. CoRR Ryan Whetten, Titouan Parcollet, Marco Dinarelli, Yannick Estève
2025	C	`conf`	Benchmarking Rotary Position Embeddings for Automatic Speech Recognition. ASRU Shucong Zhang, Titouan Parcollet, Rogier C. van Dalen, Sourav Bhattacharya
2025	J	`jnl`	Benchmarking Rotary Position Embeddings for Automatic Speech Recognition. CoRR Shucong Zhang, Titouan Parcollet, Rogier van Dalen, Sourav Bhattacharya
2025	C	`conf`	Evaluation of LLMs in Speech is Often Flawed: Test Set Contamination in Large Language Models for Speech Recognition. ASRU Yuan Tseng, Titouan Parcollet, Rogier C. van Dalen, Shucong Zhang, Sourav Bhattacharya
2025	J	`jnl`	Evaluation of LLMs in Speech is Often Flawed: Test Set Contamination in Large Language Models for Speech Recognition. CoRR Yuan Tseng, Titouan Parcollet, Rogier van Dalen, Shucong Zhang, Sourav Bhattacharya
2025	Misc	`conf`	Linear Time Complexity Conformers with SummaryMixing for Streaming Speech Recognition. ICASSP Titouan Parcollet, Rogier van Dalen, Shucong Zhang, Sourav Bhattacharya
2025	A	`conf`	Loquacious Set: 25, 000 Hours of Transcribed and Diverse English Speech Recognition Data for Research and Commercial Use. INTERSPEECH Titouan Parcollet, Yuan Tseng, Shucong Zhang, Rogier C. van Dalen
2025	J	`jnl`	Loquacious Set: 25,000 Hours of Transcribed and Diverse English Speech Recognition Data for Research and Commercial Use. CoRR Titouan Parcollet, Yuan Tseng, Shucong Zhang, Rogier van Dalen
2025	A	`conf`	Robust Unsupervised Adaptation of a Speech Recogniser Using Entropy Minimisation and Speaker Codes. INTERSPEECH Rogier C. van Dalen, Shucong Zhang, Titouan Parcollet, Sourav Bhattacharya
2025	J	`jnl`	Robust Unsupervised Adaptation of a Speech Recogniser Using Entropy Minimisation and Speaker Codes. CoRR Rogier C. van Dalen, Shucong Zhang, Titouan Parcollet, Sourav Bhattacharya
2025	J	`jnl`	Speech self-supervised representations benchmarking: A case for larger probing heads. Comput. Speech Lang. Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli
2025	A	`conf`	Towards Early Prediction of Self-Supervised Speech Model Performance. INTERSPEECH Ryan Whetten, Lucas Maison, Titouan Parcollet, Marco Dinarelli, Yannick Estève
2025	J	`jnl`	Towards Early Prediction of Self-Supervised Speech Model Performance. CoRR Ryan Whetten, Lucas Maison, Titouan Parcollet, Marco Dinarelli, Yannick Estève
2024	—	`conf`	An Analysis of Linear Complexity Attention Substitutes With Best-RQ. SLT Ryan Whetten, Titouan Parcollet, Adel Moumen, Marco Dinarelli, Yannick Estève
2024	J	`jnl`	An Analysis of Linear Complexity Attention Substitutes with BEST-RQ. CoRR Ryan Whetten, Titouan Parcollet, Adel Moumen, Marco Dinarelli, Yannick Estève
2024	J	`jnl`	Analyzing Speech Unit Selection for Textless Speech-to-Speech Translation. CoRR Jarod Duret, Yannick Estève, Titouan Parcollet
2024	—	`conf`	Implémentation ouverte et étude de BEST-RQ pour le traitement de la parole. TALN (JEP) Ryan Whetten, Titouan Parcollet, Marco Dinarelli, Yannick Estève
2024	J	`jnl`	LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech. Comput. Speech Lang. Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
2024	J	`jnl`	Less Forgetting for Better Generalization: Exploring Continual-learning Fine-tuning Methods for Speech Self-supervised Representations. CoRR Salah Zaiem, Titouan Parcollet, Slim Essid
2024	J	`jnl`	Linear Time Complexity Conformers with SummaryMixing for Streaming Speech Recognition. CoRR Titouan Parcollet, Rogier van Dalen, Shucong Zhang, Sourav Batthacharya
2024	A	`conf`	Linear-Complexity Self-Supervised Learning for Speech Processing. INTERSPEECH Shucong Zhang, Titouan Parcollet, Rogier van Dalen, Sourav Bhattacharya
2024	J	`jnl`	Linear-Complexity Self-Supervised Learning for Speech Processing. CoRR Shucong Zhang, Titouan Parcollet, Rogier van Dalen, Sourav Bhattacharya
2024	J	`jnl`	Open Implementation and Study of BEST-RQ for Speech Processing. CoRR Ryan Whetten, Titouan Parcollet, Marco Dinarelli, Yannick Estève
2024	—	`conf`	Open Implementation and Study of Best-RQ for Speech Processing. ICASSP Workshops Ryan Whetten, Titouan Parcollet, Marco Dinarelli, Yannick Estève
2024	J	`jnl`	Open-Source Conversational AI with SpeechBrain 1.0. CoRR Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
2024	J	`jnl`	Open-Source Conversational AI with SpeechBrain 1.0. J. Mach. Learn. Res. Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Ha Nguyen, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
2024	A	`conf`	SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding. INTERSPEECH Titouan Parcollet, Rogier van Dalen, Shucong Zhang, Sourav Bhattacharya
2023	J	`jnl`	A First Look into the Carbon Footprint of Federated Learning. J. Mach. Learn. Res. Xinchi Qiu, Titouan Parcollet, Javier Fernández-Marqués, Pedro P. B. de Gusmao, Yan Gao, Daniel J. Beutel, Taner Topal, Akhil Mathur, Nicholas D. Lane
2023	A	`conf`	Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations. INTERSPEECH Salah Zaiem, Titouan Parcollet, Slim Essid
2023	J	`jnl`	Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations. CoRR Salah Zaiem, Titouan Parcollet, Slim Essid
2023	C	`conf`	Enhancing Expressivity Transfer in Textless Speech-to-Speech Translation. ASRU Jarod Duret, Benjamin O'Brien, Yannick Estève, Titouan Parcollet
2023	J	`jnl`	Enhancing expressivity transfer in textless speech-to-speech translation. CoRR Jarod Duret, Benjamin O'Brien, Yannick Estève, Titouan Parcollet
2023	—	`conf`	Fine-Tuning Strategies for Faster Inference Using Speech Self-Supervised Models: A Comparative Study. ICASSP Workshops Salah Zaiem, Robin Algayres, Titouan Parcollet, Slim Essid, Mirco Ravanelli
2023	J	`jnl`	Fine-tuning Strategies for Faster Inference using Speech Self-Supervised Models: A Comparative Study. CoRR Salah Zaiem, Robin Algayres, Titouan Parcollet, Slim Essid, Mirco Ravanelli
2023	A	`conf`	HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition. INTERSPEECH Florian Mai, Juan Zuluaga-Gomez, Titouan Parcollet, Petr Motlícek
2023	J	`jnl`	HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition. CoRR Florian Mai, Juan Zuluaga-Gomez, Titouan Parcollet, Petr Motlícek
2023	J	`jnl`	LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech. CoRR Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
2023	—	`conf`	Learning Multilingual Expressive Speech Representation for Prosody Prediction without Parallel Data. SSW Jarod Duret, Yannick Estève, Titouan Parcollet
2023	J	`jnl`	Learning Multilingual Expressive Speech Representation for Prosody Prediction without Parallel Data. CoRR Jarod Duret, Titouan Parcollet, Yannick Estève
2023	A	`conf`	On the (In)Efficiency of Acoustic Feature Extractors for Self-Supervised Speech Representation Learning. INTERSPEECH Titouan Parcollet, Shucong Zhang, Rogier van Dalen, Alberto Gil C. P. Ramos, Sourav Bhattacharya
2023	A	`conf`	Real-Time Personalised Speech Enhancement Transformers with Dynamic Cross-attended Speaker Representations. INTERSPEECH Shucong Zhang, Malcolm Chadwick, Alberto Gil C. P. Ramos, Titouan Parcollet, Rogier van Dalen, Sourav Bhattacharya
2023	A	`conf`	Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? INTERSPEECH Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli
2023	J	`jnl`	Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? CoRR Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli
2023	J	`jnl`	Speech Self-Supervised Representations Benchmarking: a Case for Larger Probing Heads. CoRR Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli
2023	Misc	`conf`	Stabilising and Accelerating Light Gated Recurrent Units for Automatic Speech Recognition. ICASSP Adel Moumen, Titouan Parcollet
2023	J	`jnl`	Stabilising and accelerating light gated recurrent units for automatic speech recognition. CoRR Adel Moumen, Titouan Parcollet
2023	J	`jnl`	Sumformer: A Linear-Complexity Alternative to Self-Attention for Speech Recognition. CoRR Titouan Parcollet, Rogier van Dalen, Shucong Zhang, Sourav Bhattacharya
2022	—	`ed.`	Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, TALN-RECITAL 2022, Avignon, France, June 27 - July 1, 2022 TALN-RECITAL Yannick Estève, Tania Jiménez, Titouan Parcollet, Marcely Zanon Boito
2022	A	`conf`	Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning. INTERSPEECH Salah Zaiem, Titouan Parcollet, Slim Essid
2022	J	`jnl`	Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning. CoRR Salah Zaiem, Titouan Parcollet, Slim Essid
2022	Misc	`conf`	End-to-End Speech Recognition from Federated Acoustic Models. ICASSP Yan Gao, Titouan Parcollet, Salah Zaiem, Javier Fernández-Marqués, Pedro P. B. de Gusmao, Daniel J. Beutel, Nicholas D. Lane
2022	A	`conf`	End-to-end model for named entity recognition from speech without paired training data. INTERSPEECH Salima Mdhaffar, Jarod Duret, Titouan Parcollet, Yannick Estève
2022	J	`jnl`	End-to-end model for named entity recognition from speech without paired training data. CoRR Salima Mdhaffar, Jarod Duret, Titouan Parcollet, Yannick Estève
2022	A	`conf`	Federated Self-supervised Speech Representations: Are We There Yet? INTERSPEECH Yan Gao, Javier Fernández-Marqués, Titouan Parcollet, Abhinav Mehrotra, Nicholas D. Lane
2022	J	`jnl`	Federated Self-supervised Speech Representations: Are We There Yet? CoRR Yan Gao, Javier Fernández-Marqués, Titouan Parcollet, Abhinav Mehrotra, Nicholas D. Lane
2022	—	`conf`	Match to Win: Analysing Sequences Lengths for Efficient Self-Supervised Learning in Speech and Audio. SLT Yan Gao, Javier Fernández-Marqués, Titouan Parcollet, Pedro P. B. de Gusmao, Nicholas D. Lane
2022	J	`jnl`	Match to Win: Analysing Sequences Lengths for Efficient Self-supervised Learning in Speech and Audio. CoRR Yan Gao, Javier Fernández-Marqués, Titouan Parcollet, Pedro P. B. de Gusmao, Nicholas D. Lane
2022	J	`jnl`	Pretext Tasks Selection for Multitask Self-Supervised Audio Representation Learning. IEEE J. Sel. Top. Signal Process. Salah Zaiem, Titouan Parcollet, Slim Essid, Abdelwahab Heba
2022	A*	`conf`	ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity. ICLR Xinchi Qiu, Javier Fernández-Marqués, Pedro P. B. de Gusmao, Yan Gao, Titouan Parcollet, Nicholas Donald Lane
2022	J	`jnl`	ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity. CoRR Xinchi Qiu, Javier Fernández-Marqués, Pedro Porto Buarque de Gusmão, Yan Gao, Titouan Parcollet, Nicholas Donald Lane
2021	J	`jnl`	A first look into the carbon footprint of federated learning. CoRR Xinchi Qiu, Titouan Parcollet, Javier Fernández-Marqués, Pedro Porto Buarque de Gusmão, Daniel J. Beutel, Taner Topal, Akhil Mathur, Nicholas D. Lane
2021	A	`conf`	Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation. Interspeech Paul-Gauthier Noé, Mohammad MohammadAmini, Driss Matrouf, Titouan Parcollet, Andreas Nautsch, Jean-François Bonastre
2021	A	`conf`	Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning. Interspeech Salah Zaiem, Titouan Parcollet, Slim Essid
2021	J	`jnl`	Conditional independence for pretext task selection in Self-supervised speech representation learning. CoRR Salah Zaiem, Titouan Parcollet, Slim Essid
2021	C	`conf`	Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition. ASRU Yan Gao, Titouan Parcollet, Nicholas D. Lane
2021	J	`jnl`	End-to-End Speech Recognition from Federated Acoustic Models. CoRR Yan Gao, Titouan Parcollet, Javier Fernández-Marqués, Pedro P. B. de Gusmao, Daniel J. Beutel, Nicholas D. Lane
2021	J	`jnl`	LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. CoRR Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
2021	J	`jnl`	On-device Federated Learning with Flower. CoRR Akhil Mathur, Daniel J. Beutel, Pedro Porto Buarque de Gusmão, Javier Fernández-Marqués, Taner Topal, Xinchi Qiu, Titouan Parcollet, Yan Gao, Nicholas D. Lane
2021	J	`jnl`	Pretext Tasks selection for multitask self-supervised speech representation learning. CoRR Salah Zaiem, Titouan Parcollet, Slim Essid
2021	J	`jnl`	SpeechBrain: A General-Purpose Speech Toolkit. CoRR Mirco Ravanelli, Titouan Parcollet, Peter Plantinga, Aku Rouhe, Samuele Cornell, Loren Lugosch, Cem Subakan, Nauman Dawalatabad, Abdelwahab Heba, Jianyuan Zhong, Ju-Chieh Chou, Sung-Lin Yeh, Szu-Wei Fu, Chien-Feng Liao, Elena Rastorgueva, François Grondin, William Aris, Hwidong Na, Yan Gao, Renato De Mori, Yoshua Bengio
2021	—	`conf`	Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark. NeurIPS Datasets and Benchmarks Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
2021	A	`conf`	The Energy and Carbon Footprint of Training End-to-End Speech Recognizers. Interspeech Titouan Parcollet, Mirco Ravanelli
2021	—	`conf`	Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers. NeurIPS Datasets and Benchmarks Loren Lugosch, Piyush Papreja, Mirco Ravanelli, Abdelwahab Heba, Titouan Parcollet
2021	J	`jnl`	Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers. CoRR Loren Lugosch, Piyush Papreja, Mirco Ravanelli, Abdelwahab Heba, Titouan Parcollet
2020	J	`jnl`	A first look into the carbon footprint of federated learning. CoRR Xinchi Qiu, Titouan Parcollet, Daniel J. Beutel, Taner Topal, Akhil Mathur, Nicholas D. Lane
2020	J	`jnl`	A survey of quaternion neural networks. Artif. Intell. Rev. Titouan Parcollet, Mohamed Morchid, Georges Linarès
2020	J	`jnl`	Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation. CoRR Paul-Gauthier Noé, Mohammad MohammadAmini, Driss Matrouf, Titouan Parcollet, Jean-François Bonastre
2020	Misc	`conf`	CGCNN: Complex Gabor Convolutional Neural Network on Raw Speech. ICASSP Paul-Gauthier Noé, Titouan Parcollet, Mohamed Morchid
2020	J	`jnl`	CGCNN: Complex Gabor Convolutional Neural Network on raw speech. CoRR Paul-Gauthier Noé, Titouan Parcollet, Mohamed Morchid
2020	J	`jnl`	Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition. CoRR Yan Gao, Titouan Parcollet, Nicholas D. Lane
2020	Misc	`conf`	E2E-SINCNET: Toward Fully End-To-End Speech Recognition. ICASSP Titouan Parcollet, Mohamed Morchid, Georges Linarès
2020	J	`jnl`	Flower: A Friendly Federated Learning Research Framework. CoRR Daniel J. Beutel, Taner Topal, Akhil Mathur, Xinchi Qiu, Titouan Parcollet, Nicholas D. Lane
2020	A	`conf`	FusionRNN: Shared Neural Parameters for Multi-Channel Distant Speech Recognition. INTERSPEECH Titouan Parcollet, Xinchi Qiu, Nicholas D. Lane
2020	A	`conf`	Quaternion Neural Networks for Multi-Channel Distant Speech Recognition. INTERSPEECH Xinchi Qiu, Titouan Parcollet, Mirco Ravanelli, Nicholas D. Lane, Mohamed Morchid
2020	J	`jnl`	Quaternion Neural Networks for Multi-channel Distant Speech Recognition. CoRR Xinchi Qiu, Titouan Parcollet, Mirco Ravanelli, Nicholas D. Lane, Mohamed Morchid
2020	J	`jnl`	Real to H-Space Autoencoders for Theme Identification in Telephone Conversations. IEEE ACM Trans. Audio Speech Lang. Process. Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linarès, Renato De Mori
2019	Misc	`conf`	Bidirectional Quaternion Long Short-term Memory Recurrent Neural Networks for Speech Recognition. ICASSP Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
2019	A	`conf`	M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding. INTERSPEECH Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linarès
2019	J	`jnl`	M2H-GAN: A GAN-based Mapping from Machine to Human Transcripts for Speech Understanding. CoRR Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linarès
2019	Misc	`conf`	Quaternion Convolutional Neural Networks for Heterogeneous Image Processing. ICASSP Titouan Parcollet, Mohamed Morchid, Georges Linarès
2019	—	`conf`	Quaternion Recurrent Neural Networks. ICLR (Poster) Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Chiheb Trabelsi, Renato De Mori, Yoshua Bengio
2019	—	`—`	Quaternion neural networks. (Réseaux de neurones fondés sur l'algèbre des quaternions). Titouan Parcollet
2019	A	`conf`	Real to H-Space Encoder for Speech Recognition. INTERSPEECH Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
2019	J	`jnl`	Real to H-space Encoder for Speech Recognition. CoRR Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
2019	—	`conf`	Réseaux de neurones convolutifs de quaternions pour l'identification de thèmes de conversations téléphoniques. CORIA Titouan Parcollet, Mohamed Morchid, Georges Linarès
2019	Misc	`conf`	The Pytorch-kaldi Speech Recognition Toolkit. ICASSP Mirco Ravanelli, Titouan Parcollet, Yoshua Bengio
2018	J	`jnl`	Bidirectional Quaternion Long-Short Term Memory Recurrent Neural Networks for Speech Recognition. CoRR Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
2018	—	`conf`	Quaternion Convolutional Neural Networks For Theme Identification Of Telephone Conversations. SLT Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
2018	A	`conf`	Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition. INTERSPEECH Titouan Parcollet, Ying Zhang, Mohamed Morchid, Chiheb Trabelsi, Georges Linarès, Renato De Mori, Yoshua Bengio
2018	J	`jnl`	Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition. CoRR Titouan Parcollet, Ying Zhang, Mohamed Morchid, Chiheb Trabelsi, Georges Linarès, Renato De Mori, Yoshua Bengio
2018	J	`jnl`	Quaternion Convolutional Neural Networks for Heterogeneous Image Processing. CoRR Titouan Parcollet, Mohamed Morchid, Georges Linarès
2018	J	`jnl`	Quaternion Recurrent Neural Networks. CoRR Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Chiheb Trabelsi, Renato De Mori, Yoshua Bengio
2018	J	`jnl`	Speech recognition with quaternion neural networks. CoRR Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Renato De Mori
2018	J	`jnl`	The PyTorch-Kaldi Speech Recognition Toolkit. CoRR Mirco Ravanelli, Titouan Parcollet, Yoshua Bengio
2017	C	`conf`	Deep quaternion neural networks for spoken language understanding. ASRU Titouan Parcollet, Mohamed Morchid, Georges Linarès
2017	A	`conf`	Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations. INTERSPEECH Titouan Parcollet, Mohamed Morchid, Georges Linarès
2017	—	`conf`	Réseaux de neurones de quaternions pour le traitement du langage. CORIA Titouan Parcollet, Mohamed Morchid, Georges Linarès
2016	—	`conf`	Quaternion Neural Networks for Spoken Language Understanding. SLT Titouan Parcollet, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès, Renato De Mori
2016	—	`conf`	Tracking dialog states using an Author-Topic based representation. SLT Richard Dufour, Mohamed Morchid, Titouan Parcollet