Discriminant binary data representation for speaker recognition. - Jean-François Bonastre; Pierre-Michel Bousquet; Driss Matrouf; Xavier Anguera Miró (ICASSP, 2011)

Speaker Modeling Using Local Binary Decisions. - Jean-François Bonastre; Xavier Anguera Miró; Gabriel Hernández Sierra; Pierre-Michel Bousquet (INTERSPEECH, 2011)

Intersession Compensation and Scoring Methods in the i-vectors Space for Speaker Recognition. - Pierre-Michel Bousquet; Driss Matrouf; Jean-François Bonastre (INTERSPEECH, 2011)

Typicality extraction in a Speaker Binary Keys model. - Pierre-Michel Bousquet; Jean-François Bonastre (ICASSP, 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 001; Jean-François Bonastre (ICASSP, 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 (INTERSPEECH, 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 (Odyssey, 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 (JEP-TALN-RECITAL 2012, 2012)

Identify the Benefits of the Different Steps in an i-Vector Based Speaker Verification System. - Pierre-Michel Bousquet; Jean-François Bonastre; Driss Matrouf (CIARP (2), 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 001; Pablo Luis Sordo Martinez; Jia Min Karen Kua; Changhuai You; Hanwu Sun; Anthony Larcher; et al. (INTERSPEECH, 2013)

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 (ICASSP, 2014)

Exploring some limits of Gaussian PLDA modeling for i-vector distributions. - Pierre-Michel Bousquet; Jean-François Bonastre; Driss Matrouf (Odyssey, 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 (SLSP, 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)

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)

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 (2014)

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 (EUSIPCO, 2015)

Speaker diarization through speaker embeddings. - Mickael Rouvier; Pierre-Michel Bousquet; Benoît Favre (EUSIPCO, 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 (ICASSP, 2015)

LIA System for the SITW Speaker Recognition Challenge. - Waad Ben Kheder; Moez Ajili; Pierre-Michel Bousquet; Driss Matrouf; Jean-François Bonastre (INTERSPEECH, 2016)

Spoken Language Understanding in a Latent Topic-Based Subspace. - Mohamed Morchid; Mohamed Bouaziz 001; Waad Ben Kheder; Killian Janod; Pierre-Michel Bousquet; Richard Dufour; Georges Linarès (INTERSPEECH, 2016)

Constrained discriminative speaker verification specific to normalized i-vectors. - Pierre-Michel Bousquet; Jean-François Bonastre (Odyssey, 2016)

Quaternion Neural Networks for Spoken Language Understanding. - Titouan Parcollet; Mohamed Morchid; Pierre-Michel Bousquet; Richard Dufour; Georges Linarès; Renato De Mori (SLT, 2016)

Un Sous-espace Thématique Latent pour la Compréhension du Langage Parlé (A Latent Topic-based Subspace for Spoken Language Understanding). - Mohamed Bouaziz 001; Mohamed Morchid; Pierre-Michel Bousquet; Richard Dufour; Killian Janod; Waad Ben Kheder; Georges Linarès (JEP-TALN-RECITAL (1), 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)

Duration Mismatch Compensation Using Four-Covariance Model and Deep Neural Network for Speaker Verification. - Pierre-Michel Bousquet; Mickael Rouvier (INTERSPEECH, 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 001; Mickaël Rouvier; Wei Rao 002; Federico Alegre; J. Ma; et al. (INTERSPEECH, 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)

On Robustness of Unsupervised Domain Adaptation for Speaker Recognition. - Pierre-Michel Bousquet; Mickael Rouvier (INTERSPEECH, 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 019; Guohong Ding; Hanwu Sun; Anthony Larcher; Rohan Kumar Das; Haizhou Li 001; et al. (INTERSPEECH, 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 019; Guohong Ding; Hanwu Sun; Anthony Larcher; Rohan Kumar Das; Haizhou Li 001; et al. (CoRR, 2019)

Latent Topic-based Subspace for Natural Language Processing. - Mohamed Morchid; Pierre-Michel Bousquet; Waad Ben Kheder; Killian Janod (J. Signal Process. Syst., 2019)

Review of different robust x-vector extractors for speaker verification. - Mickael Rouvier; Richard Dufour; Pierre-Michel Bousquet (EUSIPCO, 2020)

Adaptation Strategy and Clustering from Scratch for New Domains of Speaker Recognition. - Pierre-Michel Bousquet; Mickael Rouvier (Odyssey, 2020)

Studying Squeeze-and-Excitation Used in CNN for Speaker Verification. - Mickael Rouvier; Pierre-Michel Bousquet (ASRU, 2021)

Study On the Temporal Pooling Used In Deep Neural Networks For Speaker Verification. - Mickael Rouvier; Pierre-Michel Bousquet; Jarod Duret (EUSIPCO, 2021)

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 (ICASSP, 2022)

Reliability criterion based on learning-phase entropy for speaker recognition with neural network. - Pierre-Michel Bousquet; Mickael Rouvier; Jean-François Bonastre (INTERSPEECH, 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 003; Tianyu Liang; Qiongqiong Wang; Mickael Rouvier; Pierre-Michel Bousquet; Rohan Kumar Das; et al. (CoRR, 2022)

Jeffreys Divergence-Based Regularization of Neural Network Output Distribution Applied to Speaker Recognition. - Pierre-Michel Bousquet; Mickael Rouvier (ICASSP, 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 (INTERSPEECH, 2023)

Improving training datasets for resource-constrained speaker recognition neural networks. - Pierre-Michel Bousquet; Mickael Rouvier (INTERSPEECH, 2023)

Asymmetric and trial-dependent modeling: the contribution of LIA to SdSV Challenge Task 2. - Pierre-Michel Bousquet; Mickael Rouvier (CoRR, 2024)