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ORCIDJean-Marie Lemercier
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Journal Articles
- 2023
[j3]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): 18 (2023)- [j2]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: 2351-2364 (2023) - [j1]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: 2724-2737 (2023)
Conference and Workshop Papers
- 2024
- [c12]Bunlong Lay, Jean-Marie Lemercier, Julius Richter, Timo Gerkmann:
Single and Few-Step Diffusion for Generative Speech Enhancement. ICASSP 2024: 626-630 - [c11]Jean-Marie Lemercier, Simon Rouard, Jade Copet, Yossi Adi, Alexandre Défossez:
An Independence-promoting Loss for Music Generation with Language Models. ICML 2024 - [c10]Eloi Moliner, Jean-Marie Lemercier, Simon Welker, Timo Gerkmann, Vesa Välimäki:
BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models. IWAENC 2024: 120-124 - [c9]Alina Mannanova, Kristina Tesch, Jean-Marie Lemercier, Timo Gerkmann:
Meta-Learning For Variable Array Configurations in End-to-End Few-Shot Multichannel Speech Enhancement. IWAENC 2024: 200-204 - 2023
- [c8]Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann:
Analysing Diffusion-based Generative Approaches Versus Discriminative Approaches for Speech Restoration. ICASSP 2023: 1-5 - [c7]Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Tal Peer, Timo Gerkmann:
Speech Signal Improvement Using Causal Generative Diffusion Models. ICASSP 2023: 1-2 - [c6]Jean-Marie Lemercier, Julian Tobergte, Timo Gerkmann:
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation. INTERSPEECH 2023: 4024-4028 - [c5]Jean-Marie Lemercier, Simon Welker, Timo Gerkmann:
Diffusion Posterior Sampling for Informed Single-Channel Dereverberation. WASPAA 2023: 1-5 - 2022
- [c4]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: 171-175 - [c3]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: 226-230 - 2021
- [c2]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: 1-5 - [c1]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: 22509-22522
Informal and Other Publications
- 2024
- [i17]Jean-Marie Lemercier, Julius Richter, Simon Welker, Eloi Moliner, Vesa Välimäki, Timo Gerkmann:
Diffusion Models for Audio Restoration. CoRR abs/2402.09821 (2024) - [i16]Eloi Moliner, Jean-Marie Lemercier, Simon Welker, Timo Gerkmann, Vesa Välimäki:
BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models. CoRR abs/2405.04272 (2024) - [i15]Jean-Marie Lemercier, Simon Rouard, Jade Copet, Yossi Adi, Alexandre Défossez:
An Independence-promoting Loss for Music Generation with Language Models. CoRR abs/2406.02315 (2024) - [i14]Jean-Marie Lemercier, Eloi Moliner, Simon Welker, Vesa Välimäki, Timo Gerkmann:
Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models. CoRR abs/2408.07472 (2024) - 2023
- [i13]Jean-Marie Lemercier, Julian Tobergte, Timo Gerkmann:
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation. CoRR abs/2303.00529 (2023) - [i12]Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Tal Peer, Timo Gerkmann:
Speech Signal Improvement Using Causal Generative Diffusion Models. CoRR abs/2303.08674 (2023) - [i11]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 abs/2306.03014 (2023) - [i10]Jean-Marie Lemercier, Simon Welker, Timo Gerkmann:
Diffusion Posterior Sampling for Informed Single-Channel Dereverberation. CoRR abs/2306.12286 (2023) - [i9]Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann:
Wind Noise Reduction with a Diffusion-based Stochastic Regeneration Model. CoRR abs/2306.12867 (2023) - [i8]Bunlong Lay, Jean-Marie Lemercier, Julius Richter, Timo Gerkmann:
Single and Few-step Diffusion for Generative Speech Enhancement. CoRR abs/2309.09677 (2023) - 2022
- [i7]Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann:
Customizable End-to-end Optimization of Online Neural Network-supported Dereverberation for Hearing Devices. CoRR abs/2204.02694 (2022) - [i6]Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann:
Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments. CoRR abs/2204.02741 (2022) - [i5]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 abs/2204.02978 (2022) - [i4]Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Timo Gerkmann:
Speech Enhancement and Dereverberation with Diffusion-based Generative Models. CoRR abs/2208.05830 (2022) - [i3]Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann:
Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech Restoration. CoRR abs/2211.02397 (2022) - [i2]Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann:
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation. CoRR abs/2212.11851 (2022) - 2021
- [i1]Xiaolin Hu, Kai Li, Weiyi Zhang, Yi Luo, Jean-Marie Lemercier, Timo Gerkmann:
Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network. CoRR abs/2112.02321 (2021)
Coauthor Index
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