Deep Noise Suppression Maximizing Non-Differentiable PESQ Mediated by a Non-Intrusive PESQNet

6 November 2021

Papers citing "Deep Noise Suppression Maximizing Non-Differentiable PESQ Mediated by a Non-Intrusive PESQNet"

10 / 10 papers shown

Title
Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model Pablo M. Delgado Jürgen Herre 103 0 0 27 Nov 2024
The PESQetarian: On the Relevance of Goodhart's Law for Speech Enhancement Danilo de Oliveira Simon Welker Julius Richter Timo Gerkmann 74 7 0 05 Jun 2024
Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech Szu-Wei Fu Kuo-Hsuan Hung Yu Tsao Yu-Chiang Frank Wang SSL 76 13 0 26 Feb 2024
Employing Real Training Data for Deep Noise Suppression Ziyi Xu Marvin Sach Jan Pirklbauer Tim Fingscheidt 57 2 0 05 Sep 2023
DeepVQE: Real Time Deep Voice Quality Enhancement for Joint Acoustic Echo Cancellation, Noise Suppression and Dereverberation Evgenii Indenbom Nicolae-Cătălin Ristea Ando Saabas Tanel Pärnamaa Jegor Guzvin Ross Cutler 64 15 0 05 Jun 2023
Coded Speech Quality Measurement by a Non-Intrusive PESQ-DNN Ziyi Xu Ziyue Zhao Tim Fingscheidt 73 5 0 18 Apr 2023
Audio Similarity is Unreliable as a Proxy for Audio Quality Pranay Manocha Zeyu Jin Adam Finkelstein 62 10 0 27 Jun 2022
Does a PESQNet (Loss) Require a Clean Reference Input? The Original PESQ Does, But ACR Listening Tests Don't Ziyi Xu Maximilian Strake Tim Fingscheidt 61 3 0 04 May 2022
MetricGAN+/-: Increasing Robustness of Noise Reduction on Unseen Data George Close Thomas Hain Stefan Goetze 68 9 0 23 Mar 2022
Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features Ryandhimas E. Zezario Szu-Wei Fu Fei Chen C. Fuh Hsin-Min Wang Yu Tsao DiffM 85 82 0 03 Nov 2021