An Integrated Deep Clustering-Based System for Speaker Count Agnostic Speech Separation. - Jean-Marie Lemercier; Leroy Bartel; David Ditter; Timo Gerkmann (ITG Conference on Speech Communication, 2021)

Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network. - Xiaolin Hu 001; Kai Li 047; Weiyi Zhang; Yi Luo; Jean-Marie Lemercier; Timo Gerkmann (NeurIPS, 2021)

Customizable End-To-End Optimization Of Online Neural Network-Supported Dereverberation For Hearing Devices. - Jean-Marie Lemercier; Joachim Thiemann; Raphael Koning; Timo Gerkmann (ICASSP, 2022)

Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments. - Jean-Marie Lemercier; Joachim Thiemann; Raphael Koning; Timo Gerkmann (INTERSPEECH, 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)

Analysing Diffusion-based Generative Approaches Versus Discriminative Approaches for Speech Restoration. - Jean-Marie Lemercier; Julius Richter; Simon Welker; Timo Gerkmann (ICASSP, 2023)

Speech Signal Improvement Using Causal Generative Diffusion Models. - Julius Richter; Simon Welker; Jean-Marie Lemercier; Bunlong Lay; Tal Peer; Timo Gerkmann (ICASSP, 2023)

Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation. - Jean-Marie Lemercier; Julian Tobergte; Timo Gerkmann (INTERSPEECH, 2023)

Diffusion Posterior Sampling for Informed Single-Channel Dereverberation. - Jean-Marie Lemercier; Simon Welker; Timo Gerkmann (WASPAA, 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)

Wind Noise Reduction with a Diffusion-based Stochastic Regeneration Model. - Jean-Marie Lemercier; Joachim Thiemann; Raphael Koning; Timo Gerkmann (CoRR, 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)

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)

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., 2023)

Single and Few-Step Diffusion for Generative Speech Enhancement. - Bunlong Lay; Jean-Marie Lemercier; Julius Richter; Timo Gerkmann (ICASSP, 2024)

An Independence-promoting Loss for Music Generation with Language Models. - Jean-Marie Lemercier; Simon Rouard; Jade Copet; Yossi Adi; Alexandre Défossez (ICML, 2024)

Meta-Learning For Variable Array Configurations in End-to-End Few-Shot Multichannel Speech Enhancement. - Alina Mannanova; Kristina Tesch; Jean-Marie Lemercier; Timo Gerkmann (IWAENC, 2024)

BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models. - Eloi Moliner; Jean-Marie Lemercier; Simon Welker; Timo Gerkmann; Vesa Välimäki (IWAENC, 2024)

Diffusion Models for Audio Restoration. - Jean-Marie Lemercier; Julius Richter; Simon Welker; Eloi Moliner; Vesa Välimäki; Timo Gerkmann (CoRR, 2024)

Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models. - Jean-Marie Lemercier; Eloi Moliner; Simon Welker; Vesa Välimäki; Timo Gerkmann (CoRR, 2024)

Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean Speech. - Danilo de Oliveira; Julius Richter; Jean-Marie Lemercier; Simon Welker; Timo Gerkmann (CoRR, 2024)

Diffusion Models for Audio Restoration: A review [Special Issue On Model-Based and Data-Driven Audio Signal Processing]. - Jean-Marie Lemercier; Julius Richter; Simon Welker; Eloi Moliner; Vesa Välimäki; Timo Gerkmann (IEEE Signal Process. Mag., 2024)

HRTF Estimation using a Score-based Prior. - Etienne Thuillier; Jean-Marie Lemercier; Eloi Moliner; Timo Gerkmann; Vesa Välimäki (ICASSP, 2025)