Pierre-Michel Bousquet

According to our database, Pierre-Michel Bousquet authored at least 43 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Asymmetric and trial-dependent modeling: the contribution of LIA to SdSV Challenge Task 2.

Pierre-Michel Bousquet, Mickael Rouvier

CoRR, 2024

2023

Improving training datasets for resource-constrained speaker recognition neural networks.

Pierre-Michel Bousquet, Mickael Rouvier

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Describing the phonetics in the underlying speech attributes for deep and interpretable speaker recognition.

Imen Ben Amor, Jean-François Bonastre, Benjamin O'Brien, Pierre-Michel Bousquet

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Jeffreys Divergence-Based Regularization of Neural Network Output Distribution Applied to Speaker Recognition.

Pierre-Michel Bousquet, Mickael Rouvier

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

I4U System Description for NIST SRE'20 CTS Challenge.

Kong Aik Lee, Tomi Kinnunen, Daniele Colibro, Claudio Vair, Andreas Nautsch, Hanwu Sun, Liang He, Tianyu Liang, Qiongqiong Wang, Mickael Rouvier, Pierre-Michel Bousquet, Rohan Kumar Das, Ignacio Viñals Bailo, Meng Liu, Héctor Deldago, Xuechen Liu, Md. Sahidullah, Sandro Cumani, Boning Zhang, Koji Okabe, Hitoshi Yamamoto, Ruijie Tao, Haizhou Li, Alfonso Ortega Giménez, Longbiao Wang, Luis Buera

CoRR, 2022

Reliability criterion based on learning-phase entropy for speaker recognition with neural network.

Pierre-Michel Bousquet, Mickael Rouvier, Jean-François Bonastre

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

A Bridge between Features and Evidence for Binary Attribute-Driven Perfect Privacy.

Paul-Gauthier Noé, Andreas Nautsch, Driss Matrouf, Pierre-Michel Bousquet, Jean-François Bonastre

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Study On the Temporal Pooling Used In Deep Neural Networks For Speaker Verification.

Mickael Rouvier, Pierre-Michel Bousquet, Jarod Duret

Proceedings of the 29th European Signal Processing Conference, 2021

Studying Squeeze-and-Excitation Used in CNN for Speaker Verification.

Mickael Rouvier, Pierre-Michel Bousquet

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Adaptation Strategy and Clustering from Scratch for New Domains of Speaker Recognition.

Pierre-Michel Bousquet, Mickael Rouvier

Proceedings of the Odyssey 2020: The Speaker and Language Recognition Workshop, 2020

Review of different robust x-vector extractors for speaker verification.

Mickael Rouvier, Richard Dufour, Pierre-Michel Bousquet

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Latent Topic-based Subspace for Natural Language Processing.

Mohamed Morchid, Pierre-Michel Bousquet, Waad Ben Kheder, Killian Janod

J. Signal Process. Syst., 2019

I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences.

Kong Aik Lee, Ville Hautamäki, Tomi Kinnunen, Hitoshi Yamamoto, Koji Okabe, Ville Vestman, Jing Huang, Guohong Ding, Hanwu Sun, Anthony Larcher, Rohan Kumar Das, Haizhou Li, Mickael Rouvier, Pierre-Michel Bousquet, Wei Rao, Qing Wang, Chunlei Zhang, Fahimeh Bahmaninezhad, Héctor Delgado, Jose Patino, Qiongqiong Wang, Ling Guo, Takafumi Koshinaka, Jiacen Zhang, Koichi Shinoda, Trung Ngo Trong, Md. Sahidullah, Fan Lu, Yun Tang, Ming Tu, Kah Kuan Teh, Tran Huy Dat, Kuruvachan K. George, Ivan Kukanov, Florent Desnous, Jichen Yang, Emre Yilmaz, Longting Xu, Jean-François Bonastre, Chenglin Xu, Zhi Hao Lim, Eng Siong Chng, Shivesh Ranjan, John H. L. Hansen, Massimiliano Todisco, Nicholas W. D. Evans

CoRR, 2019

I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences.

Kong Aik Lee, Ville Hautamäki, Tomi H. Kinnunen, Hitoshi Yamamoto, Koji Okabe, Ville Vestman, Jing Huang, Guohong Ding, Hanwu Sun, Anthony Larcher, Rohan Kumar Das, Haizhou Li, Mickael Rouvier, Pierre-Michel Bousquet, Wei Rao, Qing Wang, Chunlei Zhang, Fahimeh Bahmaninezhad, Héctor Delgado, Massimiliano Todisco

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

On Robustness of Unsupervised Domain Adaptation for Speaker Recognition.

Pierre-Michel Bousquet, Mickael Rouvier

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2017

Fast i-vector denoising using MAP estimation and a noise distributions database for robust speaker recognition.

Waad Ben Kheder, Driss Matrouf, Pierre-Michel Bousquet, Jean-François Bonastre, Moez Ajili

Comput. Speech Lang., 2017

The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016.

Kong-Aik Lee, Ville Hautamäki, Tomi Kinnunen, Anthony Larcher, Chunlei Zhang, Andreas Nautsch, Themos Stafylakis, Gang Liu, Mickaël Rouvier, Wei Rao, Federico Alegre, J. Ma, Man-Wai Mak, Achintya Kumar Sarkar, Héctor Delgado, Rahim Saeidi, Hagai Aronowitz, Aleksandr Sizov, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Bin Ma, Ville Vestman, Md. Sahidullah, M. Halonen, Anssi Kanervisto, Gaël Le Lan, Fahimeh Bahmaninezhad, Sergey Isadskiy, Christian Rathgeb, Christoph Busch, Georgios Tzimiropoulos, Q. Qian, Z. Wang, Q. Zhao, T. Wang, H. Li, J. Xue, S. Zhu, R. Jin, T. Zhao, Pierre-Michel Bousquet, Moez Ajili, Waad Ben Kheder, Driss Matrouf, Zhi Hao Lim, Chenglin Xu, Haihua Xu, Xiong Xiao, Eng Siong Chng, Benoit G. B. Fauve, Kaavya Sriskandaraja, Vidhyasaharan Sethu, W. W. Lin, Dennis Alexander Lehmann Thomsen, Zheng-Hua Tan, Massimiliano Todisco, Nicholas W. D. Evans, Haizhou Li, John H. L. Hansen, Jean-François Bonastre, Eliathamby Ambikairajah

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Duration Mismatch Compensation Using Four-Covariance Model and Deep Neural Network for Speaker Verification.

Pierre-Michel Bousquet, Mickael Rouvier

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016

LIA system description for NIST SRE 2016.

Mickael Rouvier, Pierre-Michel Bousquet, Moez Ajili, Waad Ben Kheder, Driss Matrouf, Jean-François Bonastre

CoRR, 2016

Un Sous-espace Thématique Latent pour la Compréhension du Langage Parlé (A Latent Topic-based Subspace for Spoken Language Understanding).

Mohamed Bouaziz, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Killian Janod, Waad Ben Kheder, Georges Linarès

Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 1 : JEP, 2016

Quaternion Neural Networks for Spoken Language Understanding.

Titouan Parcollet, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès, Renato De Mori

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Constrained discriminative speaker verification specific to normalized i-vectors.

Pierre-Michel Bousquet, Jean-François Bonastre

Proceedings of the Odyssey 2016: The Speaker and Language Recognition Workshop, 2016

Spoken Language Understanding in a Latent Topic-Based Subspace.

Mohamed Morchid, Mohamed Bouaziz, Waad Ben Kheder, Killian Janod, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

LIA System for the SITW Speaker Recognition Challenge.

Waad Ben Kheder, Moez Ajili, Pierre-Michel Bousquet, Driss Matrouf, Jean-François Bonastre

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Additive noise compensation in the i-vector space for speaker recognition.

Waad Ben Kheder, Driss Matrouf, Jean-François Bonastre, Moez Ajili, Pierre-Michel Bousquet

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Speaker diarization through speaker embeddings.

Mickael Rouvier, Pierre-Michel Bousquet, Benoît Favre

Proceedings of the 23rd European Signal Processing Conference, 2015

Dealing with additive noise in speaker recognition systems based on i-vector approach.

Driss Matrouf, Waad Ben Kheder, Pierre-Michel Bousquet, Moez Ajili, Jean-François Bonastre

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Bénéfices et limites des représentations en facteur de variabilité totale pour la reconnaissance du locuteur. (Benefits and limits of the total variability factor representation for speaker recognition).

Pierre-Michel Bousquet

PhD thesis, 2014

Feature selection using Principal Component Analysis for massive retweet detection.

Mohamed Morchid, Richard Dufour, Pierre-Michel Bousquet, Georges Linarès, Juan-Manuel Torres-Moreno

Pattern Recognit. Lett., 2014

Session compensation using binary speech representation for speaker recognition.

Gabriel Hernández Sierra, José R. Calvo, Jean-François Bonastre, Pierre-Michel Bousquet

Pattern Recognit. Lett., 2014

Robust Speaker Recognition Using MAP Estimation of Additive Noise in i-vectors Space.

Waad Ben Kheder, Driss Matrouf, Pierre-Michel Bousquet, Jean-François Bonastre, Moez Ajili

Proceedings of the Statistical Language and Speech Processing, 2014

Exploring some limits of Gaussian PLDA modeling for i-vector distributions.

Pierre-Michel Bousquet, Jean-François Bonastre, Driss Matrouf

Proceedings of the Odyssey 2014: The Speaker and Language Recognition Workshop, 2014

Improving dialogue classification using a topic space representation and a Gaussian classifier based on the decision rule.

Mohamed Morchid, Richard Dufour, Pierre-Michel Bousquet, Mohamed Bouallegue, Georges Linarès, Renato De Mori

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification.

Rahim Saeidi, Kong-Aik Lee, Tomi Kinnunen, Tawfik Hasan, Benoit G. B. Fauve, Pierre-Michel Bousquet, Elie Khoury, Pablo Luis Sordo Martinez, Jia Min Karen Kua, Changhuai You, Hanwu Sun, Anthony Larcher, Padmanabhan Rajan, Ville Hautamäki, Cemal Hanilçi, Billy Braithwaite, Rosa González Hautamäki, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, Navid Shokouhi, Driss Matrouf, Laurent El Shafey, Pejman Mowlaee, Julien Epps, Tharmarajah Thiruvaran, David A. van Leeuwen, Bin Ma, Haizhou Li, John H. L. Hansen, Jean-François Bonastre, Sébastien Marcel, John S. D. Mason, Eliathamby Ambikairajah

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Identify the Benefits of the Different Steps in an i-Vector Based Speaker Verification System.

Pierre-Michel Bousquet, Jean-François Bonastre, Driss Matrouf

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012

Analyse en Composante Principale pour l'extraction des i-vecteurs en vérification du locuteur (Principal Component Analysis for i-vector extraction in speaker verification.) [in French].

Anthony Larcher, Pierre-Michel Bousquet, Driss Matrouf, Jean-François Bonastre

Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012

Variance-spectra based normalization for i-vector standard and probabilistic linear discriminant analysis.

Pierre-Michel Bousquet, Anthony Larcher, Driss Matrouf, Jean-François Bonastre, Oldrich Plchot

Proceedings of the Odyssey 2012: The Speaker and Language Recognition Workshop, 2012

Study of the Effect of I-vector Modeling on Short and Mismatch Utterance Duration for Speaker Verification.

Achintya Kumar Sarkar, Driss Matrouf, Pierre-Michel Bousquet, Jean-François Bonastre

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

I-vectors in the context of phonetically-constrained short utterances for speaker verification.

Anthony Larcher, Pierre-Michel Bousquet, Kong-Aik Lee, Driss Matrouf, Haizhou Li, Jean-François Bonastre

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Typicality extraction in a Speaker Binary Keys model.

Pierre-Michel Bousquet, Jean-François Bonastre

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Intersession Compensation and Scoring Methods in the i-vectors Space for Speaker Recognition.

Pierre-Michel Bousquet, Driss Matrouf, Jean-François Bonastre

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Speaker Modeling Using Local Binary Decisions.

Jean-François Bonastre, Xavier Anguera Miró, Gabriel Hernández Sierra, Pierre-Michel Bousquet

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Discriminant binary data representation for speaker recognition.

Jean-François Bonastre, Pierre-Michel Bousquet, Driss Matrouf, Xavier Anguera Miró

Proceedings of the IEEE International Conference on Acoustics, 2011