DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors

28 October 2020

Papers citing "DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors"

49 / 49 papers shown

Title
Miipher-2: A Universal Speech Restoration Model for Million-Hour Scale Data Restoration Shigeki Karita Yuma Koizumi Heiga Zen Haruko Ishikawa Robin Scheibler M. Bacchiani VLM 127 1 0 07 May 2025
How much to Dereverberate? Low-Latency Single-Channel Speech Enhancement in Distant Microphone Scenarios Satvik Venkatesh Philip Coleman Arthur Benilov Simon Brown Selim Sheta Frederic Roskam 27 0 0 02 May 2025
SCOREQ: Speech Quality Assessment with Contrastive Regression Alessandro Ragano Jan Skoglund Andrew Hines 38 6 0 09 Oct 2024
Towards Ultra-Low-Power Neuromorphic Speech Enhancement with Spiking-FullSubNet Xiang Hao Chenxiang Ma Qu Yang Jibin Wu Kay Chen Tan 18 0 0 07 Oct 2024
SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios Kai Li Wendi Sang Chang Zeng Runxuan Yang Guo Chen Xiaolin Hu 26 2 0 02 Oct 2024
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement Chengzhong Wang Jianjun Gu Dingding Yao Junfeng Li Yonghong Yan DiffM 88 0 0 23 Sep 2024
SpoofCeleb: Speech Deepfake Detection and SASV In The Wild Jee-weon Jung Yihan Wu Xin Wang Ji-Hoon Kim Soumi Maiti ... Joon Son Chung Wangyou Zhang Seyun Um Shinnosuke Takamichi Shinji Watanabe 60 1 0 18 Sep 2024
High-Resolution Speech Restoration with Latent Diffusion Model Tushar Dhyani Florian Lux Michele Mancusi Giorgio Fabbro Fritz Hohl Ngoc Thang Vu DiffM 30 0 0 17 Sep 2024
The VoiceMOS Challenge 2024: Beyond Speech Quality Prediction Wen-Chin Huang Szu-Wei Fu Erica Cooper Ryandhimas E. Zezario T. Toda Hsin-Min Wang Junichi Yamagishi Yu Tsao 32 5 0 11 Sep 2024
Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models Jean-Marie Lemercier Eloi Moliner Simon Welker Vesa Valimaki Timo Gerkmann 46 2 0 14 Aug 2024
LiveSpeech: Low-Latency Zero-shot Text-to-Speech via Autoregressive Modeling of Audio Discrete Codes Trung D. Q. Dang David Aponte Dung Tran K. Koishida 34 3 0 05 Jun 2024
Gaussian Flow Bridges for Audio Domain Transfer with Unpaired Data Eloi Moliner Sebastian Braun H. Gamper OT 36 2 0 29 May 2024
Diffusion-based speech enhancement with a weighted generative-supervised learning loss Jean-Eudes Ayilo Mostafa Sadeghi Romain Serizel DiffM 25 7 0 19 Sep 2023
Dynamic nsNet2: Efficient Deep Noise Suppression with Early Exiting Riccardo Miccini Alaa Zniber Clément Laroche Tobias Piechowiak Martin Schoeberl Luca Pezzarossa Ouassim Karrakchou J. Sparsø Mounir Ghogho 19 1 0 31 Aug 2023
Deep learning-based denoising streamed from mobile phones improves speech-in-noise understanding for hearing aid users P. U. Diehl Hannes Zilly Felix Sattler Y. Singer Kevin Kepp ... Paul Meyer-Rachner A. Pudszuhn V. Hofmann M. Vormann Elias Sprengel 29 3 0 22 Aug 2023
SpeechX: Neural Codec Language Model as a Versatile Speech Transformer Xiaofei Wang Manthan Thakker Zhuo Chen Naoyuki Kanda Sefik Emre Eskimez Sanyuan Chen M. Tang Shujie Liu Jinyu Li Takuya Yoshioka 18 79 0 14 Aug 2023
Wind Noise Reduction with a Diffusion-based Stochastic Regeneration Model Jean-Marie Lemercier J. Thiemann Raphael Koning Timo Gerkmann DiffM 13 1 0 22 Jun 2023
An Experimental Review of Speaker Diarization methods with application to Two-Speaker Conversational Telephone Speech recordings L. Serafini Samuele Cornell Giovanni Morrone Enrico Zovato A. Brutti S. Squartini 34 9 0 29 May 2023
Coded Speech Quality Measurement by a Non-Intrusive PESQ-DNN Ziyi Xu Ziyue Zhao Tim Fingscheidt 20 4 0 18 Apr 2023
A Composite T60 Regression and Classification Approach for Speech Dereverberation Yuying Li Yuchen Liu Donald S.Williamson 11 2 0 09 Feb 2023
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 28 21 0 01 Dec 2022
TaylorBeamixer: Learning Taylor-Inspired All-Neural Multi-Channel Speech Enhancement from Beam-Space Dictionary Perspective Andong Li Guochen Yu Wenzhe Liu Xiaodong Li C. Zheng 17 2 0 22 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
Egocentric Audio-Visual Noise Suppression Roshan S. Sharma Weipeng He Ju Lin Egor Lakomkin Yang Liu Kaustubh Kalgaonkar EgoV 24 1 0 07 Nov 2022
CCATMos: Convolutional Context-aware Transformer Network for Non-intrusive Speech Quality Assessment Yuchen Liu Li-Chia Yang Alex Pawlicki Marko Stamenovic 16 6 0 04 Nov 2022
Audio Signal Enhancement with Learning from Positive and Unlabelled Data N. Ito Masashi Sugiyama 9 7 0 27 Oct 2022
Parallel Gated Neural Network With Attention Mechanism For Speech Enhancement Jia Cui S. Bleeck 16 0 0 26 Oct 2022
Speech Enhancement and Dereverberation with Diffusion-based Generative Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Timo Gerkmann DiffM 11 178 0 11 Aug 2022
TMGAN-PLC: Audio Packet Loss Concealment using Temporal Memory Generative Adversarial Network Yuansheng Guan Guochen Yu Andong Li C. Zheng Jie Wang 36 9 0 04 Jul 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 19 3 0 04 May 2022
INTERSPEECH 2022 Audio Deep Packet Loss Concealment Challenge Lorenz Diener Sten Sootla Solomiya Branets Ando Saabas R. Aichner Ross Cutler 13 40 0 11 Apr 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model Ryandhimas E. Zezario Szu-Wei Fu Fei Chen C. Fuh Hsin-Min Wang Yu Tsao 19 13 0 07 Apr 2022
tPLCnet: Real-time Deep Packet Loss Concealment in the Time Domain Using a Short Temporal Context Nils L. Westhausen B. Meyer 11 7 0 04 Apr 2022
HiFi++: a Unified Framework for Bandwidth Extension and Speech Enhancement Pavel Andreev Aibek Alanov Oleg Ivanov Dmitry Vetrov 23 38 0 24 Mar 2022
MetricGAN+/-: Increasing Robustness of Noise Reduction on Unseen Data George Close Thomas Hain Stefan Goetze 19 9 0 23 Mar 2022
DMF-Net: A decoupling-style multi-band fusion model for full-band speech enhancement Guochen Yu Yuansheng Guan Weixin Meng C. Zheng Haibo Wang 19 2 0 01 Mar 2022
End-to-End Neural Speech Coding for Real-Time Communications Xue Jiang Xiulian Peng Chengyu Zheng Huaying Xue Yuan Zhang Yan Lu 21 27 0 24 Jan 2022
Uformer: A Unet based dilated complex & real dual-path conformer network for simultaneous speech enhancement and dereverberation Yihui Fu Yun Liu Jingdong Li Dawei Luo Shubo Lv Yukai Jv Lei Xie 19 47 0 11 Nov 2021
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 28 75 0 03 Nov 2021
MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech Szu-Wei Fu Cheng Yu Kuo-Hsuan Hung Mirco Ravanelli Yu Tsao 30 46 0 12 Oct 2021
Aura: Privacy-preserving Augmentation to Improve Test Set Diversity in Speech Enhancement Xavier Gitiaux Aditya Khant Ebrahim Beyrami Chandan K. A. Reddy J. Gupchup Ross Cutler 22 0 0 08 Oct 2021
DNSMOS P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors Chandan K. A. Reddy Vishak Gopal Ross Cutler 29 191 0 05 Oct 2021
SVSNet: An End-to-end Speaker Voice Similarity Assessment Model Cheng-Hung Hu Yu-Huai Peng Junichi Yamagishi Yu Tsao Hsin-Min Wang 24 5 0 20 Jul 2021
DPCRN: Dual-Path Convolution Recurrent Network for Single Channel Speech Enhancement Xiaohuai Le Hongsheng Chen Kai-Jyun Chen Jing Lu 21 77 0 12 Jul 2021
A Simultaneous Denoising and Dereverberation Framework with Target Decoupling Andong Li Wenzhe Liu Xiaoxue Luo Guochen Yu C. Zheng Xiaodong Li 26 59 0 24 Jun 2021
Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement Andong Li C. Zheng Lu Zhang Xiaodong Li 11 141 0 22 Jun 2021
DCCRN+: Channel-wise Subband DCCRN with SNR Estimation for Speech Enhancement Shubo Lv Yanxin Hu Shimin Zhang Lei Xie 20 92 0 16 Jun 2021
Interspeech 2021 Deep Noise Suppression Challenge Chandan K. A. Reddy Harishchandra Dubey K. Koishida A. Nair Vishak Gopal Ross Cutler Sebastian Braun H. Gamper R. Aichner Sriram Srinivasan AI4CE 72 160 0 06 Jan 2021
A scalable noisy speech dataset and online subjective test framework Chandan K. A. Reddy Ebrahim Beyrami Jamie Pool Ross Cutler Sriram Srinivasan J. Gehrke 67 143 0 17 Sep 2019