Alexandre Guérin

According to our database, Alexandre Guérin authored at least 19 papers between 2000 and 2021.

Collaborative distances:

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

2021

A Survey of Sound Source Localization with Deep Learning Methods.

Pierre-Amaury Grumiaux, Srdan Kitic, Laurent Girin, Alexandre Guérin

CoRR, 2021

Multichannel CRNN for Speaker Counting: an Analysis of Performance.

Pierre-Amaury Grumiaux, Srdan Kitic, Laurent Girin, Alexandre Guérin

CoRR, 2021

Saladnet: Self-Attentive Multisource Localization in the Ambisonics Domain.

Pierre-Amaury Grumiaux, Srdan Kitic, Prerak Srivastava, Laurent Girin, Alexandre Guérin

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Improved feature extraction for CRNN-based multiple sound source localization.

Pierre-Amaury Grumiaux, Srdan Kitic, Laurent Girin, Alexandre Guérin

Proceedings of the 29th European Signal Processing Conference, 2021

Double-Talk Robust Acoustic Echo Cancellation Using Partition Block Frequency-Domain Adaptive Filtering.

Clément Gaultier, Alexandre Guérin, Grégory Pallone, Marc Emerit

Proceedings of the 29th European Signal Processing Conference, 2021

2020

High-Resolution Speaker Counting in Reverberant Rooms Using CRNN with Ambisonics Features.

Pierre-Amaury Grumiaux, Srdan Kitic, Laurent Girin, Alexandre Guérin

Proceedings of the 28th European Signal Processing Conference, 2020

Dilated U-net based approach for multichannel speech enhancement from First-Order Ambisonics recordings.

Amélie Bosca, Alexandre Guérin, Lauréline Perotin, Srdan Kitic

Proceedings of the 28th European Signal Processing Conference, 2020

2019

CRNN-Based Multiple DoA Estimation Using Acoustic Intensity Features for Ambisonics Recordings.

Lauréline Perotin, Romain Serizel, Emmanuel Vincent, Alexandre Guérin

IEEE J. Sel. Top. Signal Process., 2019

Regression Versus Classification for Neural Network Based Audio Source Localization.

Lauréline Perotin, Alexandre Défossez, Emmanuel Vincent, Romain Serizel, Alexandre Guérin

Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

2018

TRAMP: Tracking by a Real-time AMbisonic-based Particle filter.

Srdan Kitic, Alexandre Guérin

CoRR, 2018

CRNN-based Joint Azimuth and Elevation Localization with the Ambisonics Intensity Vector.

Lauréline Perotin, Romain Serizel, Emmanuel Vincent, Alexandre Guérin

Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

Multichannel Speech Separation with Recurrent Neural Networks from High-Order Ambisonics Recordings.

Lauréline Perotin, Romain Serizel, Emmanuel Vincent, Alexandre Guérin

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2014

A robust howling detection algorithm based on a statistical approach.

Joachim Flocon-Cholet, Julien Faure, Alexandre Guérin, Pascal Scalart

Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014

2009

A phase-based dual microphone method to count and locate audio sources in reverberant rooms.

Zaher El-Chami, Alexandre Guérin, Antoine Dinh-Tuan Pham, Christine Servière

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Modeling the Short Time Fourier Transform Ratio and Application to Underdetermined Audio Source Separation.

Dinh-Tuan Pham, Zaher El-Chami, Alexandre Guérin, Christine Servière

Proceedings of the Independent Component Analysis and Signal Separation, 2009

A new EM algorithm for underdetermined convolutive blind source separation.

Zaher El-Chami, Antoine Dinh-Tuan Pham, Christine Servière, Alexandre Guérin

Proceedings of the 17th European Signal Processing Conference, 2009

2003

Nonlinear acoustic echo cancellation based on Volterra filters.

Alexandre Guérin, Gérard Faucon, Régine Le Bouquin-Jeannès

IEEE Trans. Speech Audio Process., 2003

A Two-Sensor Noise Reduction System: Applications for Hands-Free Car Kit.

Alexandre Guérin, Régine Le Bouquin-Jeannès, Gérard Faucon

EURASIP J. Adv. Signal Process., 2003

2000

A two-sensor voice activity detection and speech enhancement based on coherence with additional enhancement of low frequencies using pitch information.

Alexandre Guérin

Proceedings of the 10th European Signal Processing Conference, 2000