Jean-Marie Lemercier

Orcid: 0000-0002-8704-7658

According to our database1, Jean-Marie Lemercier authored at least 22 papers between 2021 and 2024.

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

Timeline

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Bibliography

2024
Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean Speech.
CoRR, 2024

HRTF Estimation using a Score-based Prior.
CoRR, 2024

Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models.
CoRR, 2024

Diffusion Models for Audio Restoration.
CoRR, 2024

BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models.
Proceedings of the 18th International Workshop on Acoustic Signal Enhancement, 2024

Meta-Learning For Variable Array Configurations in End-to-End Few-Shot Multichannel Speech Enhancement.
Proceedings of the 18th International Workshop on Acoustic Signal Enhancement, 2024

An Independence-promoting Loss for Music Generation with Language Models.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Single and Few-Step Diffusion for Generative Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices.
EURASIP J. Audio Speech Music. Process., December, 2023

Speech Enhancement and Dereverberation With Diffusion-Based Generative Models.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

StoRM: A Diffusion-Based Stochastic Regeneration Model for Speech Enhancement and Dereverberation.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Wind Noise Reduction with a Diffusion-based Stochastic Regeneration Model.
CoRR, 2023

On the Behavior of Intrusive and Non-intrusive Speech Enhancement Metrics in Predictive and Generative Settings.
CoRR, 2023

Diffusion Posterior Sampling for Informed Single-Channel Dereverberation.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Speech Signal Improvement Using Causal Generative Diffusion Models.
Proceedings of the IEEE International Conference on Acoustics, 2023

Analysing Diffusion-based Generative Approaches Versus Discriminative Approaches for Speech Restoration.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
End-To-End Optimization of Online Neural Network-supported Two-Stage Dereverberation for Hearing Devices.
CoRR, 2022

Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Customizable End-To-End Optimization Of Online Neural Network-Supported Dereverberation For Hearing Devices.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

An Integrated Deep Clustering-Based System for Speaker Count Agnostic Speech Separation.
Proceedings of the 14th ITG Conference on Speech Communication, online, September 29, 2021


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