Self-supervised Learning for Speech Enhancement

Self-supervised Learning for Speech Enhancement

18 June 2020

Shrikant Venkataramani

Paris Smaragdis

Papers citing "Self-supervised Learning for Speech Enhancement"

11 / 11 papers shown

Title
Source separation with weakly labelled data: An approach to computational auditory scene analysis Qiuqiang Kong Yuxuan Wang Xuchen Song Yin Cao Wenwu Wang Mark D. Plumbley 59 47 0 06 Feb 2020
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 258 6,420 0 26 Sep 2019
A Style Transfer Approach to Source Separation Shrikant Venkataramani Efthymios Tzinis Paris Smaragdis OOD DRL 29 6 0 01 May 2019
Learning Problem-agnostic Speech Representations from Multiple Self-supervised Tasks Santiago Pascual Mirco Ravanelli Joan Serrà Antonio Bonafonte Yoshua Bengio SSL 50 251 0 06 Apr 2019
Revisiting Self-Supervised Visual Representation Learning Alexander Kolesnikov Xiaohua Zhai Lucas Beyer SSL 120 716 0 25 Jan 2019
Semi-Supervised Monaural Singing Voice Separation With a Masking Network Trained on Synthetic Mixtures Michael Michelashvili Sagie Benaim Lior Wolf 41 13 0 14 Dec 2018
Learning Speaker Representations with Mutual Information Mirco Ravanelli Yoshua Bengio SSL DRL 36 91 0 01 Dec 2018
Adversarial Semi-Supervised Audio Source Separation applied to Singing Voice Extraction Daniel Stoller Sebastian Ewert S. Dixon 52 72 0 31 Oct 2017
Multi-task Self-Supervised Visual Learning Carl Doersch Andrew Zisserman SSL 54 631 0 25 Aug 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 52 1,141 0 28 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 125 2,731 0 02 Mar 2017