DNSMOS P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors

5 October 2021

Papers citing "DNSMOS P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors"

50 / 115 papers shown

Title
An audio-quality-based multi-strategy approach for target speaker extraction in the MISP 2023 Challenge Ru Han Xiaopeng Yan Weiming Xu Pengcheng Guo Jiayao Sun He Wang Quan Lu Ning Jiang Lei Xie 20 1 0 08 Jan 2024
Remixed2Remixed: Domain adaptation for speech enhancement by Noise2Noise learning with Remixing Li Li Shogo Seki 23 2 0 28 Dec 2023
Multi-CMGAN+/+: Leveraging Multi-Objective Speech Quality Metric Prediction for Speech Enhancement George Close William Ravenscroft Thomas Hain Stefan Goetze 25 2 0 14 Dec 2023
Low-latency Speech Enhancement via Speech Token Generation Huaying Xue Xiulian Peng Yan Lu 14 0 0 13 Oct 2023
Toward Universal Speech Enhancement for Diverse Input Conditions Wangyou Zhang Kohei Saijo Zhong-Qiu Wang Shinji Watanabe Yanmin Qian VLM 16 18 0 29 Sep 2023
AutoPrep: An Automatic Preprocessing Framework for In-the-Wild Speech Data Jianwei Yu Hangting Chen Yanyao Bian Xiang Li Yimin Luo Jinchuan Tian Mengyang Liu Jiayi Jiang Shuai Wang VLM 11 12 0 25 Sep 2023
Multi-Channel MOSRA: Mean Opinion Score and Room Acoustics Estimation Using Simulated Data and a Teacher Model Jozef Coldenhoff Andrew Harper Paul Kendrick Tijana Stojkovic Milos Cernak 13 0 0 21 Sep 2023
Diffusion-based speech enhancement with a weighted generative-supervised learning loss Jean-Eudes Ayilo Mostafa Sadeghi Romain Serizel DiffM 11 7 0 19 Sep 2023
Unsupervised speech enhancement with diffusion-based generative models Berné Nortier Mostafa Sadeghi Romain Serizel DiffM 11 7 0 19 Sep 2023
Speeding Up Speech Synthesis In Diffusion Models By Reducing Data Distribution Recovery Steps Via Content Transfer Peter Ochieng DiffM 14 0 0 18 Sep 2023
Unifying Robustness and Fidelity: A Comprehensive Study of Pretrained Generative Methods for Speech Enhancement in Adverse Conditions Heming Wang Meng Yu H. M. Zhang Chunlei Zhang Zhongweiyang Xu Muqiao Yang Yixuan Zhang Dong Yu 16 3 0 16 Sep 2023
The Multimodal Information Based Speech Processing (MISP) 2023 Challenge: Audio-Visual Target Speaker Extraction Shilong Wu Chenxi Wang Hang Chen Yusheng Dai Chenyue Zhang ... Sabato Marco Siniscalchi O. Scharenborg Zhong-Qiu Wang Jia Pan Jianqing Gao 15 9 0 15 Sep 2023
Two-Step Knowledge Distillation for Tiny Speech Enhancement Rayan Daod Nathoo M. Kegler Marko Stamenovic 17 4 0 15 Sep 2023
EMOCONV-DIFF: Diffusion-based Speech Emotion Conversion for Non-parallel and In-the-wild Data N. Prabhu Bunlong Lay Simon Welker N. Lehmann-Willenbrock Timo Gerkmann DiffM 12 3 0 14 Sep 2023
SpatialCodec: Neural Spatial Speech Coding Zhongweiyang Xu Yong-mei Xu Vinay Kothapally Heming Wang Muqiao Yang Dong Yu 21 1 0 14 Sep 2023
Multi-dimensional Speech Quality Assessment in Crowdsourcing Babak Naderi Ross Cutler Nicolae-Cătălin Ristea 6 13 0 14 Sep 2023
Employing Real Training Data for Deep Noise Suppression Ziyi Xu Marvin Sach Jan Pirklbauer Tim Fingscheidt 12 1 0 05 Sep 2023
Single Channel Speech Enhancement Using U-Net Spiking Neural Networks Abir Riahi É. Plourde 16 7 0 26 Jul 2023
The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement Simon Leglaive Léonie Borne Efthymios Tzinis M. Sadeghi Matthieu Fraticelli Scott Wisdom Manuel Pariente Daniel Pressnitzer J. Hershey 16 17 0 07 Jul 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 8 15 0 05 Jun 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 19 5 0 05 Jun 2023
Harmonic enhancement using learnable comb filter for light-weight full-band speech enhancement model Xiaohuai Le Tong Lei Li Chen Yiqing Guo Chao-Peng He ... Hua-Jing Gao Yijian Xiao Piao Ding Shenyi Song Jing Lu 6 4 0 01 Jun 2023
ABC-KD: Attention-Based-Compression Knowledge Distillation for Deep Learning-Based Noise Suppression Yixin Wan Yuan-yuan Zhou Xiulian Peng Kai-Wei Chang Yan Lu 17 3 0 26 May 2023
Speech Separation based on Contrastive Learning and Deep Modularization Peter Ochieng SSL 14 0 0 18 May 2023
Multi-channel Speech Separation Using Spatially Selective Deep Non-linear Filters Kristina Tesch Timo Gerkmann 17 16 0 24 Apr 2023
Coded Speech Quality Measurement by a Non-Intrusive PESQ-DNN Ziyi Xu Ziyue Zhao Tim Fingscheidt 17 4 0 18 Apr 2023
ICASSP 2023 Deep Noise Suppression Challenge Harishchandra Dubey A. Aazami Vishak Gopal Sergiy Matusevych Sebastian Braun ... Sefik Emre Eskimez Manthan Thakker H. Gamper Takuya Yoshioka R. Aichner 10 82 0 21 Mar 2023
The Intel Neuromorphic DNS Challenge Jonathan Timcheck S. Shrestha D. B. Rubin A. Kupryjanow Garrick Orchard Lukasz Pindor Timothy M. Shea Mike Davies 25 26 0 16 Mar 2023
Speech Signal Improvement Using Causal Generative Diffusion Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Tal Peer Timo Gerkmann DiffM 18 4 0 15 Mar 2023
I3D: Transformer architectures with input-dependent dynamic depth for speech recognition Yifan Peng Jaesong Lee Shinji Watanabe 22 16 0 14 Mar 2023
A Framework for Unified Real-time Personalized and Non-Personalized Speech Enhancement Zhepei Wang Ritwik Giri Devansh P. Shah J. Valin Mike Goodwin Paris Smaragdis 9 8 0 23 Feb 2023
Improving Speech Enhancement via Event-based Query Yifei Xin Xiulian Peng Yan Lu 18 6 0 20 Feb 2023
DeepSpace: Dynamic Spatial and Source Cue Based Source Separation for Dialog Enhancement A. Master Lie Lu J. Samuelsson Heidi-Maria Lehtonen S. Norcross Nathan Swedlow Audrey Howard 13 3 0 16 Feb 2023
PAAPLoss: A Phonetic-Aligned Acoustic Parameter Loss for Speech Enhancement Muqiao Yang Joseph Konan David Bick YUNYANG ZENG Shuo Han Anurag Kumar Shinji Watanabe Bhiksha Raj 14 5 0 16 Feb 2023
TAPLoss: A Temporal Acoustic Parameter Loss for Speech Enhancement YUNYANG ZENG Joseph Konan Shuo Han David Bick Muqiao Yang Anurag Kumar Shinji Watanabe Bhiksha Raj 15 10 0 16 Feb 2023
Local spectral attention for full-band speech enhancement Zhongshu Hou Qi Hu Kai-Jyun Chen Jing Lu 20 0 0 11 Feb 2023
THLNet: two-stage heterogeneous lightweight network for monaural speech enhancement Feng Dang Qi Hu Pengyuan Zhang 11 2 0 19 Jan 2023
Rethinking complex-valued deep neural networks for monaural speech enhancement Haibin Wu Ke Tan Buye Xu Anurag Kumar Daniel D. E. Wong 8 5 0 11 Jan 2023
Exploring WavLM on Speech Enhancement Hyungchan Song Sanyuan Chen Zhuo Chen Yu-Huan Wu Takuya Yoshioka M. Tang Jong Won Shin Shujie Liu 8 16 0 18 Nov 2022
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen DRL 21 5 0 16 Nov 2022
Array Configuration-Agnostic Personalized Speech Enhancement using Long-Short-Term Spatial Coherence Yicheng Hsu Yonghan Lee M. Bai 11 2 0 16 Nov 2022
On the robustness of non-intrusive speech quality model by adversarial examples Hsin-Yi Lin H. Tseng Yu Tsao AAML 17 3 0 11 Nov 2022
Real-Time Joint Personalized Speech Enhancement and Acoustic Echo Cancellation Sefik Emre Eskimez Takuya Yoshioka Alex Ju M. Tang Tanel Pärnamaa Huaming Wang 6 7 0 04 Nov 2022
Self-Supervised Learning for Speech Enhancement through Synthesis Bryce Irvin Marko Stamenovic M. Kegler Li-Chia Yang 27 18 0 04 Nov 2022
Iterative autoregression: a novel trick to improve your low-latency speech enhancement model Pavel Andreev Nicholas Babaev Azat Saginbaev Ivan Shchekotov Aibek Alanov 6 4 0 03 Nov 2022
Diffusion-based Generative Speech Source Separation Robin Scheibler Youna Ji Soo-Whan Chung J. Byun Soyeon Choe Min-Seok Choi DiffM 14 38 0 31 Oct 2022
Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement Ryosuke Sawata Naoki Murata Yuhta Takida Toshimitsu Uesaka Takashi Shibuya Shusuke Takahashi Yuki Mitsufuji DiffM 27 15 0 27 Oct 2022
Speech Dereverberation with a Reverberation Time Shortening Target Rui Zhou Wenye Zhu Xiaofei Li 14 10 0 20 Oct 2022
CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement Sherif Abdulatif Ru Cao Bin Yang 8 59 0 22 Sep 2022
Speech Enhancement and Dereverberation with Diffusion-based Generative Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Timo Gerkmann DiffM 9 178 0 11 Aug 2022