Improved Remixing Process for Domain Adaptation-Based Speech Enhancement by Mitigating Data Imbalance in Signal-to-Noise Ratio

20 June 2024

Papers citing "Improved Remixing Process for Domain Adaptation-Based Speech Enhancement by Mitigating Data Imbalance in Signal-to-Noise Ratio"

10 / 10 papers shown

Title
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge Simon Leglaive Matthieu Fraticelli Hend ElGhazaly Léonie Borne Mostafa Sadeghi Scott Wisdom Manuel Pariente J. Hershey Daniel Pressnitzer Jon P. Barker 53 9 0 02 Feb 2024
Remixed2Remixed: Domain adaptation for speech enhancement by Noise2Noise learning with Remixing Li Li Shogo Seki 51 2 0 28 Dec 2023
Brouhaha: multi-task training for voice activity detection, speech-to-noise ratio, and C50 room acoustics estimation Marvin Lavechin Marianne Métais Hadrien Titeux Alodie Boissonnet Jade Copet M. Rivière Elika Bergelson Alejandrina Cristià Emmanuel Dupoux H. Bredin 71 28 0 24 Oct 2022
RemixIT: Continual self-training of speech enhancement models via bootstrapped remixing Efthymios Tzinis Yossi Adi V. Ithapu Buye Xu Paris Smaragdis Anurag Kumar CLL 47 54 0 17 Feb 2022
MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech Szu-Wei Fu Cheng Yu Kuo-Hsuan Hung Mirco Ravanelli Yu Tsao 77 46 0 12 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 73 215 0 05 Oct 2021
DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement Yanxin Hu Yun Liu Shubo Lv Mengtao Xing Shimin Zhang Yihui Fu Jian Wu Bihong Zhang Lei Xie 50 591 0 01 Aug 2020
Sudo rm -rf: Efficient Networks for Universal Audio Source Separation Efthymios Tzinis Zhepei Wang Paris Smaragdis 82 128 0 14 Jul 2020
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 142 1,191 0 06 Nov 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 150 1,783 0 20 Sep 2018