Laurent Girin - Publications, H-index & Citations

Laurent Girin

gipsa-lab

32H指数

222论文数

3.2K被引数

收录论文 18

发表时间

Is self-supervised learning enough to fill in the gap? A study on speech inpainting 自我监督学习足以填补这一差距吗？——语音修复研究

Computer Speech & Language

IF0

2025-12-16

PREAI

Ihab Asaad; Maxime Jacquelin; Olivier Perrotin; Laurent Girin; Thomas Hueber

A multimodal dynamical variational autoencoder for audiovisual speech representation learning

NEURAL NETWORKS

IF6.3

2024-04-01

OAAI

Sadok, Samir; Leglaive, Simon; Girin, Laurent; Alameda-Pineda, Xavier; Seguier, Renaud

Unsupervised Speech Enhancement Using Dynamical Variational Autoencoders

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2022-01-01

OAAI

Bie, Xiaoyu; Leglaive, Simon; Alameda-Pineda, Xavier; Girin, Laurent

Dynamical Variational Autoencoders: A Comprehensive Review 动态变分自动编码器: 综合评述

FOUNDATIONS AND TRENDS IN MACHINE LEARNING

IF25.4

2021-01-01

OAAI

Girin, Laurent; Leglaive, Simon; Bie, Xiaoyu; Diard, Julien; Hueber, Thomas; Alameda-Pineda, Xavier

Audio-Visual Speech Enhancement Using Conditional Variational Auto-Encoders

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2020-01-01

OAAI

Sadeghi, Mostafa; Leglaive, Simon; Alameda-Pineda, Xavier; Girin, Laurent; Horaud, Radu

Multichannel Online Dereverberation Based on Spectral Magnitude Inverse Filtering

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2019-09-01

OAAI

Li, Xiaofei; Girin, Laurent; Gannot, Sharon; Horaud, Radu

Audio-Noise Power Spectral Density Estimation Using Long Short-Term Memory

ieee signal processing magazine

IF3.9

2019-06-01

OAAI

Li, Xiaofei; Leglaive, Simon; Girin, Laurent; Horaud, Radu

Assessing the performances of different neural network architectures for the detection of screams and shouts in public transportation

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2019-03-01

OAAI

Laffitte, Pierre; Wang, Yun; Sodoyer, David; Girin, Laurent

Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environments

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2019-03-01

OAAI

Li, Xiaofei; Ban, Yutong; Girin, Laurent; Alameda-Pineda, Xavier; Horaud, Radu

Multichannel Speech Separation and Enhancement Using the Convolutive Transfer Function

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2019-03-01

OAAI

Li, Xiaofei; Girin, Laurent; Gannot, Sharon; Horaud, Radu

Multichannel Identification and Nonnegative Equalization for Dereverberation and Noise Reduction Based on Convolutive Transfer Function

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2018-10-01

OAAI

Li, Xiaofei; Gannot, Sharon; Girin, Laurent; Horaud, Radu

Extending the Cascaded Gaussian Mixture Regression Framework for Cross-Speaker Acoustic-Articulatory Mapping

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2017-03-01

OAAI

Girin, Laurent; Hueber, Thomas; Alameda-Pineda, Xavier

Real-Time Control of an Articulatory-Based Speech Synthesizer for Brain Computer Interfaces

plos biology

IF3.6

2016-11-23

OAAI

Bocquelet, Florent; Hueber, Thomas; Girin, Laurent; Savariaux, Christophe; Yvert, Blaise

Estimation of the Direct-Path Relative Transfer Function for Supervised Sound-Source Localization

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2016-11-01

OAAI

Li, Xiaofei; Girin, Laurent; Horaud, Radu; Gannot, Sharon

A Variational EM Algorithm for the Separation of Time-Varying Convolutive Audio Mixtures

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2016-08-01

OAAI

Kounades-Bastian, Dionyssos; Girin, Laurent; Alameda-Pineda, Xavier; Gannot, Sharon; Horaud, Radu

Speaker-Adaptive Acoustic-Articulatory Inversion Using Cascaded Gaussian Mixture Regression

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2015-12-01

PREAI

Hueber, Thomas; Girin, Laurent; Alameda-Pineda, Xavier; Bailly, Gerard

Co-Localization of Audio Sources in Images Using Binaural Features and Locally-Linear Regression

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2015-04-01

OAAI

Deleforge, Antoine; Horaud, Radu; Schechner, Yoav Y.; Girin, Laurent

Informed source separation through spectrogram coding and data embedding

SIGNAL PROCESSING

IF3.6

2012-08-01

OAAI

Liutkus, Antoine; Pinel, Jonathan; Badeau, Roland; Girin, Laurent; Richard, Gael

研究方向