Pierre-Michel Bousquet

According to our database1, Pierre-Michel Bousquet authored at least 43 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
Asymmetric and trial-dependent modeling: the contribution of LIA to SdSV Challenge Task 2.
CoRR, 2024

2023
Improving training datasets for resource-constrained speaker recognition neural networks.
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.
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.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
I4U System Description for NIST SRE'20 CTS Challenge.
CoRR, 2022

Reliability criterion based on learning-phase entropy for speaker recognition with neural network.
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.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Study On the Temporal Pooling Used In Deep Neural Networks For Speaker Verification.
Proceedings of the 29th European Signal Processing Conference, 2021

Studying Squeeze-and-Excitation Used in CNN for Speaker Verification.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020
Adaptation Strategy and Clustering from Scratch for New Domains of Speaker Recognition.
Proceedings of the Odyssey 2020: The Speaker and Language Recognition Workshop, 2020

Review of different robust x-vector extractors for speaker verification.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Latent Topic-based Subspace for Natural Language Processing.
J. Signal Process. Syst., 2019

I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences.
CoRR, 2019

I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

On Robustness of Unsupervised Domain Adaptation for Speaker Recognition.
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.
Comput. Speech Lang., 2017


Duration Mismatch Compensation Using Four-Covariance Model and Deep Neural Network for Speaker Verification.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016
LIA system description for NIST SRE 2016.
CoRR, 2016

Un Sous-espace Thématique Latent pour la Compréhension du Langage Parlé (A Latent Topic-based Subspace for Spoken Language Understanding).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 1 : JEP, 2016

Quaternion Neural Networks for Spoken Language Understanding.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Constrained discriminative speaker verification specific to normalized i-vectors.
Proceedings of the Odyssey 2016: The Speaker and Language Recognition Workshop, 2016

Spoken Language Understanding in a Latent Topic-Based Subspace.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

LIA System for the SITW Speaker Recognition Challenge.
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.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Speaker diarization through speaker embeddings.
Proceedings of the 23rd European Signal Processing Conference, 2015

Dealing with additive noise in speaker recognition systems based on i-vector approach.
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).
PhD thesis, 2014

Feature selection using Principal Component Analysis for massive retweet detection.
Pattern Recognit. Lett., 2014

Session compensation using binary speech representation for speaker recognition.
Pattern Recognit. Lett., 2014

Robust Speaker Recognition Using MAP Estimation of Additive Noise in i-vectors Space.
Proceedings of the Statistical Language and Speech Processing, 2014

Exploring some limits of Gaussian PLDA modeling for i-vector distributions.
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.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Identify the Benefits of the Different Steps in an i-Vector Based Speaker Verification System.
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].
Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012

Variance-spectra based normalization for i-vector standard and probabilistic linear discriminant analysis.
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.
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.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Typicality extraction in a Speaker Binary Keys model.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Intersession Compensation and Scoring Methods in the i-vectors Space for Speaker Recognition.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Speaker Modeling Using Local Binary Decisions.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Discriminant binary data representation for speaker recognition.
Proceedings of the IEEE International Conference on Acoustics, 2011


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