Non-intrusive speech quality assessment using neural networks

16 March 2019

Papers citing "Non-intrusive speech quality assessment using neural networks"

47 / 47 papers shown

Title
SCOREQ: Speech Quality Assessment with Contrastive Regression Alessandro Ragano Jan Skoglund Andrew Hines 128 13 0 09 Oct 2024
RF-GML: Reference-Free Generative Machine Listener A. Biswas Guanxin Jiang 80 0 0 16 Sep 2024
PAM: Prompting Audio-Language Models for Audio Quality Assessment Soham Deshmukh Dareen Alharthi Benjamin Elizalde Hannes Gamper Mahmoud Al Ismail Rita Singh Bhiksha Raj Huaming Wang 96 13 0 01 Feb 2024
NOMAD: Unsupervised Learning of Perceptual Embeddings for Speech Enhancement and Non-matching Reference Audio Quality Assessment Alessandro Ragano Jan Skoglund Andrew Hines 85 11 0 28 Sep 2023
A Study on Incorporating Whisper for Robust Speech Assessment Ryandhimas E. Zezario Yu-Wen Chen Szu-Wei Fu Yu Tsao H. Wang C. Fuh 95 13 0 22 Sep 2023
ICASSP 2023 Acoustic Echo Cancellation Challenge Ross Cutler Ando Saabas Tanel Pärnamaa Marju Purin Evgenii Indenbom Nicolae-Cătălin Ristea Jegor Guzvin H. Gamper Sebastian Braun R. Aichner 81 22 0 22 Sep 2023
Multi-dimensional Speech Quality Assessment in Crowdsourcing Babak Naderi Ross Cutler Nicolae-Cătălin Ristea 67 15 0 14 Sep 2023
Analysis of XLS-R for Speech Quality Assessment Bastiaan Tamm Rik Vandenberghe Hugo Van hamme 51 3 0 23 Aug 2023
PLCMOS -- a data-driven non-intrusive metric for the evaluation of packet loss concealment algorithms Lorenz Diener Marju Purin Sten Sootla Ando Saabas R. Aichner Ross Cutler 64 20 0 24 May 2023
Coded Speech Quality Measurement by a Non-Intrusive PESQ-DNN Ziyi Xu Ziyue Zhao Tim Fingscheidt 73 5 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 92 96 0 21 Mar 2023
Efficient Speech Quality Assessment using Self-supervised Framewise Embeddings Karl El Hajal Zihan Wu Neil Scheidwasser Gasser Elbanna Milos Cernak 53 9 0 12 Nov 2022
On the robustness of non-intrusive speech quality model by adversarial examples Hsin-Yi Lin Huan-Hsin Tseng Yu Tsao AAML 59 3 0 11 Nov 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 89 17 0 27 Oct 2022
Pre-trained Speech Representations as Feature Extractors for Speech Quality Assessment in Online Conferencing Applications Bastiaan Tamm Helena Balabin Rik Vandenberghe Hugo Van hamme 75 9 0 01 Oct 2022
CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement Sherif Abdulatif Ru Cao Bin Yang 107 75 0 22 Sep 2022
Automatic Evaluation of Speaker Similarity Kamil Deja Ariadna Sánchez Julian Roth Marius Cotescu 48 6 0 01 Jul 2022
Predicting score distribution to improve non-intrusive speech quality estimation A. Faridee H. Gamper 51 1 0 13 Apr 2022
The Sillwood Technologies System for the VoiceMOS Challenge 2022 Jiameng Gao 54 0 0 08 Apr 2022
MOSRA: Joint Mean Opinion Score and Room Acoustics Speech Quality Assessment Karl El Hajal Milos Cernak Pablo Mainar 68 10 0 04 Apr 2022
ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications Gaoxiong Yi Wei Xiao Yiming Xiao Babak Naderi Sebastian Möller ... Z. Zhang Donald Williamson Fei Chen Fuzheng Yang Shidong Shang 87 49 0 30 Mar 2022
Residual-Guided Non-Intrusive Speech Quality Assessment Zhe Ye Jiahao Chen Diqun Yan 35 0 0 22 Mar 2022
ICASSP 2022 Acoustic Echo Cancellation Challenge Ross Cutler Ando Saabas Tanel Pärnamaa Marju Purin H. Gamper Sebastian Braun K. Sørensen R. Aichner 80 74 0 27 Feb 2022
ICASSP 2022 Deep Noise Suppression Challenge Harishchandra Dubey Vishak Gopal Ross Cutler Chandan K. A. Reddy Sergiy Matusevych ... Sefik Emre Eskimez Manthan Thakker Sriram Srinivasan H. Gamper R. Aichner 104 194 0 27 Feb 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
AECMOS: A speech quality assessment metric for echo impairment Marju Purin Sten Sootla Mateja Sponza Ando Saabas Ross Cutler 95 45 0 06 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 103 226 0 05 Oct 2021
NORESQA: A Framework for Speech Quality Assessment using Non-Matching References Pranay Manocha Buye Xu Anurag Kumar 98 49 0 16 Sep 2021
A Deep Learning Loss Function based on Auditory Power Compression for Speech Enhancement Tianrui Wang Weibin Zhu 53 3 0 26 Aug 2021
More for Less: Non-Intrusive Speech Quality Assessment with Limited Annotations Alessandro Ragano Emmanouil Benetos Andrew Hines 85 15 0 19 Aug 2021
Dual-Stage Low-Complexity Reconfigurable Speech Enhancement Jun Yang Nico Brailovsky 35 1 0 17 May 2021
Full-Reference Speech Quality Estimation with Attentional Siamese Neural Networks Gabriel Mittag Sebastian Möller 57 10 0 03 May 2021
Utilizing Self-supervised Representations for MOS Prediction Wei-Cheng Tseng Chien-yu Huang Wei-Tsung Kao Yist Y. Lin Hung-yi Lee SSL 105 65 0 07 Apr 2021
MetricNet: Towards Improved Modeling For Non-Intrusive Speech Quality Assessment Meng Yu Chunlei Zhang Yong-mei Xu Shi-Xiong Zhang Dong Yu 55 31 0 02 Apr 2021
Towards efficient models for real-time deep noise suppression Sebastian Braun H. Gamper Chandan K. A. Reddy I. Tashev 79 111 0 22 Jan 2021
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors Chandan K. A. Reddy Vishak Gopal Ross Cutler 114 316 0 28 Oct 2020
Crowdsourcing approach for subjective evaluation of echo impairment Ross Cutler Babak Nadari Markus Loide Sten Sootla Ando Saabas 77 18 0 25 Oct 2020
ICASSP 2021 Acoustic Echo Cancellation Challenge: Datasets, Testing Framework, and Results K. Sridhar Ross Cutler Ando Saabas Tanel Pärnamaa Markus Loide H. Gamper Sebastian Braun R. Aichner Sriram Srinivasan 61 20 0 10 Sep 2020
Predictions of Subjective Ratings and Spoofing Assessments of Voice Conversion Challenge 2020 Submissions Rohan Kumar Das Tomi Kinnunen Wen-Chin Huang Zhenhua Ling Junichi Yamagishi Yi Zhao Xiaohai Tian Tomoki Toda 74 53 0 08 Sep 2020
A Pyramid Recurrent Network for Predicting Crowdsourced Speech-Quality Ratings of Real-World Signals Xuan Dong Donald Williamson 53 19 0 31 Jul 2020
DNN No-Reference PSTN Speech Quality Prediction Gabriel Mittag Ross Cutler Yasaman Hosseinkashi M. Revow Sriram Srinivasan Naglakshmi Chande R. Aichner 74 24 0 29 Jul 2020
An Objective Measure of Quality for Time-Scale Modification of Audio Timothy Roberts K. Paliwal 23 2 0 11 Jun 2020
An Open source Implementation of ITU-T Recommendation P.808 with Validation Babak Naderi Ross Cutler 76 87 0 17 May 2020
ViSQOL v3: An Open Source Production Ready Objective Speech and Audio Metric Michael Chinen Felicia S. C. Lim Jan Skoglund Nikita Gureev F. O'Gorman Andrew Hines 78 143 0 20 Apr 2020
WEnets: A Convolutional Framework for Evaluating Audio Waveforms Andrew A. Catellier S. Voran 53 6 0 19 Sep 2019
Supervised Classifiers for Audio Impairments with Noisy Labels Chandan K. A. Reddy Ross Cutler J. Gehrke NoLa 54 4 0 03 Jul 2019
MOSNet: Deep Learning based Objective Assessment for Voice Conversion Chen-Chou Lo Szu-Wei Fu Wen-Chin Huang Xin Wang Junichi Yamagishi Yu Tsao H. Wang 71 275 0 17 Apr 2019