Marvin Sach

According to our database, Marvin Sach authored at least 13 papers between 2023 and 2026.

Collaborative distances:

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

2026

UrgentMOS: Unified Multi-Metric and Preference Learning for Robust Speech Quality Assessment.

Wei Wang, Wangyou Zhang, Chenda Li, Jiahe Wang, Samuele Cornell, Marvin Sach, Kohei Saijo, Yihui Fu, Zhaoheng Ni, Bing Han, Xun Gong, Mengxiao Bi, Tim Fingscheidt, Shinji Watanabe, Yanmin Qian

CoRR, January, 2026

ICASSP 2026 URGENT Speech Enhancement Challenge.

Chenda Li, Wei Wang, Marvin Sach, Wangyou Zhang, Kohei Saijo, Samuele Cornell, Yihui Fu, Zhaoheng Ni, Tim Fingscheidt, Shinji Watanabe, Yanmin Qian

CoRR, January, 2026

2025

EffDiffSE: Efficient Diffusion-Based Frequency-Domain Speech Enhancement with Hybrid Discriminative and Generative DNNs.

Yihui Fu, Renzheng Shi, Marvin Sach, Wouter Tirry, Tim Fingscheidt

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2025

Lessons Learned from the URGENT 2024 Speech Enhancement Challenge.

Wangyou Zhang, Kohei Saijo, Samuele Cornell, Robin Scheibler, Chenda Li, Zhaoheng Ni, Anurag Kumar, Marvin Sach, Wei Wang, Yihui Fu, Shinji Watanabe, Tim Fingscheidt, Yanmin Qian

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Interspeech 2025 URGENT Speech Enhancement Challenge.

Kohei Saijo, Wangyou Zhang, Samuele Cornell, Robin Scheibler, Chenda Li, Zhaoheng Ni, Anurag Kumar, Marvin Sach, Yihui Fu, Wei Wang, Tim Fingscheidt, Shinji Watanabe

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

URGENT-PK: Perceptually-Aligned Ranking Model Designed for Speech Enhancement Competition.

Jiahe Wang, Chenda Li, Wei Wang, Wangyou Zhang, Samuele Cornell, Marvin Sach, Robin Scheibler, Kohei Saijo, Yihui Fu, Zhaoheng Ni, Anurag Kumar, Tim Fingscheidt, Shinji Watanabe, Yanmin Qian

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2025

Less is More: Data Curation Matters in Scaling Speech Enhancement.

Chenda Li, Wangyou Zhang, Wei Wang, Robin Scheibler, Kohei Saijo, Samuele Cornell, Yihui Fu, Marvin Sach, Zhaoheng Ni, Anurag Kumar, Tim Fingscheidt, Shinji Watanabe, Yanmin Qian

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2025

2024

URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement.

Wangyou Zhang, Robin Scheibler, Kohei Saijo, Samuele Cornell, Chenda Li, Zhaoheng Ni, Anurag Kumar, Jan Pirklbauer, Marvin Sach, Shinji Watanabe, Tim Fingscheidt, Yanmin Qian

CoRR, 2024

Non-Causal to Causal SSL-Supported Transfer Learning: Towards A High-Performance Low-Latency Speech Vocoder.

Renzheng Shi, Andreas Bär, Marvin Sach, Wouter Tirry, Tim Fingscheidt

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

URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement.

Wangyou Zhang, Robin Scheibler, Kohei Saijo, Samuele Cornell, Chenda Li, Zhaoheng Ni, Jan Pirklbauer, Marvin Sach, Shinji Watanabe, Tim Fingscheidt, Yanmin Qian

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Employing Real Training Data for Deep Noise Suppression.

Ziyi Xu, Marvin Sach, Jan Pirklbauer, Tim Fingscheidt

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

EffCRN: An Efficient Convolutional Recurrent Network for High-Performance Speech Enhancement.

Marvin Sach, Jan Franzen, Bruno Defraene, Kristoff Fluyt, Maximilian Strake, Wouter Tirry, Tim Fingscheidt

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

An Efficient and Noise-Robust Audiovisual Encoder for Audiovisual Speech Recognition.

Zhengyang Li, Chenwei Liang, Timo Lohrenz, Marvin Sach, Björn Möller, Tim Fingscheidt

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