v1v2 (latest)

Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model based on BLSTM

16 August 2018

Papers citing "Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model based on BLSTM"

50 / 53 papers shown

Title
TTSOps: A Closed-Loop Corpus Optimization Framework for Training Multi-Speaker TTS Models from Dark Data Kentaro Seki Shinnosuke Takamichi Takaaki Saeki Hiroshi Saruwatari 36 0 0 18 Jun 2025
SALF-MOS: Speaker Agnostic Latent Features Downsampled for MOS Prediction Saurabh Agrawal Raj Gohil Gopal Kumar Agrawal Vikram C M Kushal Verma 31 0 0 02 Jun 2025
HAAQI-Net: A Non-intrusive Neural Music Audio Quality Assessment Model for Hearing Aids Dyah A. M. G. Wisnu Stefano Rini Ryandhimas E. Zezario Hsin-Min Wang Yu Tsao 170 0 0 10 Jan 2025
Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Yu-Fei Shi Yang Ai Ye-Xin Lu Hui-Peng Du Zhen-Hua Ling 63 0 0 17 Nov 2024
SCOREQ: Speech Quality Assessment with Contrastive Regression Alessandro Ragano Jan Skoglund Andrew Hines 128 13 0 09 Oct 2024
Semi-intrusive audio evaluation: Casting non-intrusive assessment as a multi-modal text prediction task Jozef Coldenhoff Milos Cernak 105 0 0 21 Sep 2024
Direction of Arrival Correction through Speech Quality Feedback Caleb Rascon 18 0 0 13 Aug 2024
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
CCATMos: Convolutional Context-aware Transformer Network for Non-intrusive Speech Quality Assessment Yuchen Liu Li-Chia Yang Alex Pawlicki Marko Stamenovic 48 5 0 04 Nov 2022
Investigating Content-Aware Neural Text-To-Speech MOS Prediction Using Prosodic and Linguistic Features Alexandra Vioni Georgia Maniati Nikolaos Ellinas June Sig Sung Inchul Hwang Aimilios Chalamandaris Pirros Tsiakoulis 95 5 0 01 Nov 2022
CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement Sherif Abdulatif Ru Cao Bin Yang 107 75 0 22 Sep 2022
Wideband Audio Waveform Evaluation Networks: Efficient, Accurate Estimation of Speech Qualities Andrew A. Catellier S. Voran 58 3 0 27 Jun 2022
Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning Rui Liu Berrak Sisman Björn Schuller Guanglai Gao Haizhou Li 92 11 0 15 Jun 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 72 15 0 07 Apr 2022
SOMOS: The Samsung Open MOS Dataset for the Evaluation of Neural Text-to-Speech Synthesis Georgia Maniati Alexandra Vioni Nikolaos Ellinas Karolos Nikitaras Konstantinos Klapsas June Sig Sung Gunu Jho Aimilios Chalamandaris Pirros Tsiakoulis 75 28 0 06 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 80 49 0 30 Mar 2022
MetricGAN+/-: Increasing Robustness of Noise Reduction on Unseen Data George Close Thomas Hain Stefan Goetze 68 9 0 23 Mar 2022
HASA-net: A non-intrusive hearing-aid speech assessment network Hsin-Tien Chiang Yi-Chiao Wu Cheng Yu Tomoki Toda Hsin-Min Wang Yih-Chun Hu Yu Tsao 63 12 0 10 Nov 2021
Deep Noise Suppression Maximizing Non-Differentiable PESQ Mediated by a Non-Intrusive PESQNet Ziyi Xu Maximilian Strake Tim Fingscheidt 52 15 0 06 Nov 2021
InQSS: a speech intelligibility and quality assessment model using a multi-task learning network Yu-Wen Chen Yu Tsao 49 13 0 04 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 85 82 0 03 Nov 2021
Objective Measures of Perceptual Audio Quality Reviewed: An Evaluation of Their Application Domain Dependence Matteo Torcoli T. Kastner Jürgen Herre 38 63 0 21 Oct 2021
StrengthNet: Deep Learning-based Emotion Strength Assessment for Emotional Speech Synthesis Rui Liu Berrak Sisman Haizhou Li 112 2 0 07 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
More for Less: Non-Intrusive Speech Quality Assessment with Limited Annotations Alessandro Ragano Emmanouil Benetos Andrew Hines 85 15 0 19 Aug 2021
Controlling the Remixing of Separated Dialogue with a Non-Intrusive Quality Estimate Matteo Torcoli Jouni Paulus T. Kastner C. Uhle 52 8 0 21 Jul 2021
SVSNet: An End-to-end Speaker Voice Similarity Assessment Model Cheng-Hung Hu Yu-Huai Peng Junichi Yamagishi Yu Tsao Hsin-Min Wang 46 5 0 20 Jul 2021
Full-Reference Speech Quality Estimation with Attentional Siamese Neural Networks Gabriel Mittag Sebastian Möller 57 10 0 03 May 2021
MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement Szu-Wei Fu Cheng Yu Tsun-An Hsieh Peter William VanHarn Plantinga Mirco Ravanelli Xugang Lu Yu Tsao 87 218 0 08 Apr 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
MBNet: MOS Prediction for Synthesized Speech with Mean-Bias Network Yichong Leng Xu Tan Sheng Zhao Frank Soong Xiang-Yang Li Tao Qin 88 96 0 27 Feb 2021
Speech Enhancement with Zero-Shot Model Selection Ryandhimas E. Zezario C. Fuh Hsin-Min Wang Yu Tsao 59 5 0 17 Dec 2020
STOI-Net: A Deep Learning based Non-Intrusive Speech Intelligibility Assessment Model Ryandhimas E. Zezario Szu-Wei Fu C. Fuh Yu Tsao Hsin-Min Wang 39 42 0 09 Nov 2020
Improving Perceptual Quality by Phone-Fortified Perceptual Loss using Wasserstein Distance for Speech Enhancement Tsun-An Hsieh Cheng Yu Szu-Wei Fu Xugang Lu Yu Tsao 54 16 0 28 Oct 2020
Improving Audio Anomalies Recognition Using Temporal Convolutional Attention Network Qiang Huang Thomas Hain 40 10 0 21 Oct 2020
SESQA: semi-supervised learning for speech quality assessment Joan Serrà Jordi Pons Santiago Pascual 79 42 0 01 Oct 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
Deep MOS Predictor for Synthetic Speech Using Cluster-Based Modeling Yeunju Choi Youngmoon Jung Hoirin Kim 139 26 0 09 Aug 2020
An Overview of Voice Conversion and its Challenges: From Statistical Modeling to Deep Learning Berrak Sisman Junichi Yamagishi Simon King Haizhou Li BDL 137 329 0 09 Aug 2020
A Pyramid Recurrent Network for Predicting Crowdsourced Speech-Quality Ratings of Real-World Signals Xuan Dong Donald Williamson 48 19 0 31 Jul 2020
Boosting Objective Scores of a Speech Enhancement Model by MetricGAN Post-processing Szu-Wei Fu Chien-Feng Liao Tsun-An Hsieh Kuo-Hsuan Hung Syu-Siang Wang ... Ryandhimas E. Zezario You-Jin Li Shang-Yi Chuang Yen-Ju Lu Yu Tsao 64 6 0 18 Jun 2020
Comparison of Speech Representations for Automatic Quality Estimation in Multi-Speaker Text-to-Speech Synthesis Jennifer Williams Joanna Rownicka P. Oplustil Simon King 103 25 0 28 Feb 2020
Learning to Model Aspects of Hearing Perception Using Neural Loss Functions Prateek Verma J. Berger AAML 31 3 0 11 Dec 2019
WEnets: A Convolutional Framework for Evaluating Audio Waveforms Andrew A. Catellier S. Voran 48 6 0 19 Sep 2019
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement Szu-Wei Fu Chien-Feng Liao Yu Tsao Shou-De Lin 78 331 0 13 May 2019
Learning with Learned Loss Function: Speech Enhancement with Quality-Net to Improve Perceptual Evaluation of Speech Quality Szu-Wei Fu Chien-Feng Liao Yu Tsao 66 70 0 06 May 2019