Jean-Marie Lemercier

According to our database, Jean-Marie Lemercier authored at least 16 papers between 2021 and 2024.

Collaborative distances:

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

2024

Diffusion Models for Audio Restoration.

Jean-Marie Lemercier, Julius Richter, Simon Welker, Eloi Moliner, Vesa Välimäki, Timo Gerkmann

CoRR, 2024

2023

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

Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann

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

Speech Enhancement and Dereverberation With Diffusion-Based Generative Models.

Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Timo Gerkmann

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

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

Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann

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

Single and Few-step Diffusion for Generative Speech Enhancement.

Bunlong Lay, Jean-Marie Lemercier, Julius Richter, Timo Gerkmann

CoRR, 2023

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

Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann

CoRR, 2023

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

Danilo de Oliveira, Julius Richter, Jean-Marie Lemercier, Tal Peer, Timo Gerkmann

CoRR, 2023

Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation.

Jean-Marie Lemercier, Julian Tobergte, Timo Gerkmann

CoRR, 2023

Diffusion Posterior Sampling for Informed Single-Channel Dereverberation.

Jean-Marie Lemercier, Simon Welker, Timo Gerkmann

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Speech Signal Improvement Using Causal Generative Diffusion Models.

Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Tal Peer, Timo Gerkmann

Proceedings of the IEEE International Conference on Acoustics, 2023

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

Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann

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.

Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann

CoRR, 2022

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

Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann

Proceedings of the Interspeech 2022, 2022

Customizable End-To-End Optimization Of Online Neural Network-Supported Dereverberation For Hearing Devices.

Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network.

Xiaolin Hu, Kai Li, Weiyi Zhang, Yi Luo, Jean-Marie Lemercier, Timo Gerkmann

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.

Jean-Marie Lemercier, Leroy Bartel, David Ditter, Timo Gerkmann

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