Jean-Marie Lemercier

Orcid: 0000-0002-8704-7658

According to our database¹, Jean-Marie Lemercier authored at least 20 papers between 2021 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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Bibliography

2024

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

[BibT_eX]

[DOI]

CoRR, 2024

Diffusion Models for Audio Restoration.

[BibT_eX]

[DOI]

CoRR, 2024

BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 18th International Workshop on Acoustic Signal Enhancement, 2024

An Independence-promoting Loss for Music Generation with Language Models.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Single and Few-Step Diffusion for Generative Speech Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices.

[BibT_eX]

[DOI]

EURASIP J. Audio Speech Music. Process., December, 2023

Speech Enhancement and Dereverberation With Diffusion-Based Generative Models.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2023

StoRM: A Diffusion-Based Stochastic Regeneration Model for Speech Enhancement and Dereverberation.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Diffusion Posterior Sampling for Informed Single-Channel Dereverberation.

[BibT_eX]

[DOI]

Jean-Marie Lemercier

Simon Welker

Timo Gerkmann

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.

[BibT_eX]

[DOI]

Jean-Marie Lemercier

Julian Tobergte

Timo Gerkmann

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Speech Signal Improvement Using Causal Generative Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Analysing Diffusion-based Generative Approaches Versus Discriminative Approaches for Speech Restoration.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2022

Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 14th ITG Conference on Speech Communication, online, September 29, 2021

Jean-Marie Lemercier

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