DNN-based Source Enhancement to Increase Objective Sound Quality Assessment Score

22 October 2018

Papers citing "DNN-based Source Enhancement to Increase Objective Sound Quality Assessment Score"

21 / 21 papers shown

Title
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
Improving Speech Enhancement through Fine-Grained Speech Characteristics Muqiao Yang Joseph Konan David Bick Anurag Kumar Shinji Watanabe Bhiksha Raj 44 10 0 01 Jul 2022
NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling Chi-Chang Lee Cheng-Hung Hu Yu-Chen Lin Chu-Song Chen Hsin-Min Wang Yu Tsao 76 2 0 18 Jun 2022
Conditional Diffusion Probabilistic Model for Speech Enhancement Yen-Ju Lu Zhongqiu Wang Shinji Watanabe Alexander Richard Cheng Yu Yu Tsao DiffM 73 191 0 10 Feb 2022
SNRi Target Training for Joint Speech Enhancement and Recognition Yuma Koizumi Shigeki Karita A. Narayanan S. Panchapagesan M. Bacchiani 73 15 0 01 Nov 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
DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement Yuma Koizumi Shigeki Karita Scott Wisdom Hakan Erdogan J. Hershey Llion Jones M. Bacchiani 86 41 0 30 Jun 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 76 218 0 08 Apr 2021
Reinforcement Learning for Emotional Text-to-Speech Synthesis with Improved Emotion Discriminability Rui Liu Berrak Sisman Haizhou Li 69 32 0 03 Apr 2021
Sound Event Localization based on Sound Intensity Vector Refined By DNN-Based Denoising and Source Separation Masahiro Yasuda Yuma Koizumi Shoichiro Saito Hisashi Uematsu Keisuke Imoto 104 27 0 14 Feb 2020
Stable Training of DNN for Speech Enhancement based on Perceptually-Motivated Black-Box Cost Function M. Kawanaka Yuma Koizumi Ryoichi Miyazaki Kohei Yatabe AAML 59 23 0 14 Feb 2020
Speech Enhancement using Self-Adaptation and Multi-Head Self-Attention Yuma Koizumi Kohei Yatabe Marc Delcroix Yoshiki Masuyama Daiki Takeuchi 51 125 0 14 Feb 2020
Learning to Model Aspects of Hearing Perception Using Neural Loss Functions Prateek Verma J. Berger AAML 29 3 0 11 Dec 2019
Multichannel Speech Enhancement by Raw Waveform-mapping using Fully Convolutional Networks Changle Liu Sze-Wei Fu You-Jin Li Jen-Wei Huang Hsin-Min Wang Yu Tsao 65 50 0 26 Sep 2019
Components Loss for Neural Networks in Mask-Based Speech Enhancement Ziyi Xu Samy Elshamy Ziyue Zhao Tim Fingscheidt 42 20 0 14 Aug 2019
A Perceptual Weighting Filter Loss for DNN Training in Speech Enhancement Ziyue Zhao Samy Elshamy Tim Fingscheidt 31 15 0 23 May 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 73 331 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
AdaFlow: Domain-Adaptive Density Estimator with Application to Anomaly Detection and Unpaired Cross-Domain Translation Masataka Yamaguchi Yuma Koizumi Noboru Harada 91 37 0 14 Dec 2018
Reinforcement Learning Based Speech Enhancement for Robust Speech Recognition Yih-Liang Shen Chao Huang Syu-Siang Wang Yu Tsao H. Wang T. Chi 63 27 0 10 Nov 2018
Trainable Adaptive Window Switching for Speech Enhancement Yuma Koizumi Noboru Harada Y. Haneda 84 8 0 05 Nov 2018