Jean-Marie Lemercier

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 28

Top Topics

Diffusion Models

Speech Enhancement

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Jean-Marie Lemercier, Simon Rouard, Jade Copet, Yossi Adi, Alexandre Défossez
An Independence-promoting Loss for Music Generation with Language Models. CoRR (2024)
Eloi Moliner, Jean-Marie Lemercier, Simon Welker, Timo Gerkmann, Vesa Välimäki
BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models. CoRR (2024)
Jean-Marie Lemercier, Julius Richter, Simon Welker, Eloi Moliner, Vesa Välimäki, Timo Gerkmann
Diffusion Models for Audio Restoration. CoRR (2024)
Bunlong Lay, Jean-Marie Lemercier, Julius Richter, Timo Gerkmann
Single and Few-Step Diffusion for Generative Speech Enhancement. ICASSP (2024)
Jean-Marie Lemercier, Simon Welker, Timo Gerkmann
Diffusion Posterior Sampling for Informed Single-Channel Dereverberation. CoRR (2023)
Jean-Marie Lemercier, Julian Tobergte, Timo Gerkmann
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation. INTERSPEECH (2023)
Jean-Marie Lemercier, Simon Welker, Timo Gerkmann
Diffusion Posterior Sampling for Informed Single-Channel Dereverberation. WASPAA (2023)
Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann
StoRM: A Diffusion-Based Stochastic Regeneration Model for Speech Enhancement and Dereverberation. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Bunlong Lay, Jean-Marie Lemercier, Julius Richter, Timo Gerkmann
Single and Few-step Diffusion for Generative Speech Enhancement. CoRR (2023)
Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Tal Peer, Timo Gerkmann
Speech Signal Improvement Using Causal Generative Diffusion Models. CoRR (2023)
Jean-Marie Lemercier, Julian Tobergte, Timo Gerkmann
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation. CoRR (2023)
Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann
A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices. EURASIP J. Audio Speech Music. Process. 2023 (1) (2023)
Danilo de Oliveira, Julius Richter, Jean-Marie Lemercier, Tal Peer, Timo Gerkmann
On the Behavior of Intrusive and Non-intrusive Speech Enhancement Metrics in Predictive and Generative Settings. CoRR (2023)
Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Timo Gerkmann
Speech Enhancement and Dereverberation With Diffusion-Based Generative Models. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann
Wind Noise Reduction with a Diffusion-based Stochastic Regeneration Model. CoRR (2023)
Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Tal Peer, Timo Gerkmann
Speech Signal Improvement Using Causal Generative Diffusion Models. ICASSP (2023)
Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann
Analysing Diffusion-based Generative Approaches Versus Discriminative Approaches for Speech Restoration. ICASSP (2023)
Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann
End-To-End Optimization of Online Neural Network-supported Two-Stage Dereverberation for Hearing Devices. CoRR (2022)
Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Timo Gerkmann
Speech Enhancement and Dereverberation with Diffusion-based Generative Models. CoRR (2022)
Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann
Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments. INTERSPEECH (2022)
Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann
Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech Restoration. CoRR (2022)
Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation. CoRR (2022)
Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann
Customizable End-to-end Optimization of Online Neural Network-supported Dereverberation for Hearing Devices. CoRR (2022)
Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann
Customizable End-To-End Optimization Of Online Neural Network-Supported Dereverberation For Hearing Devices. ICASSP (2022)
Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann
Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments. CoRR (2022)
Xiaolin Hu, Kai Li, Weiyi Zhang, Yi Luo, Jean-Marie Lemercier, Timo Gerkmann
Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network. NeurIPS (2021)
Jean-Marie Lemercier, Leroy Bartel, David Ditter, Timo Gerkmann
An Integrated Deep Clustering-Based System for Speaker Count Agnostic Speech Separation. ITG Conference on Speech Communication (2021)
Xiaolin Hu, Kai Li, Weiyi Zhang, Yi Luo, Jean-Marie Lemercier, Timo Gerkmann
Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network. CoRR (2021)