Using Speech Foundational Models in Loss Functions for Hearing Aid
Speech Enhancement

Using Speech Foundational Models in Loss Functions for Hearing Aid Speech Enhancement

18 July 2024

Robert Sutherland

Thomas Hain

Papers citing "Using Speech Foundational Models in Loss Functions for Hearing Aid Speech Enhancement"

11 / 11 papers shown

Title
Speech foundation models on intelligibility prediction for hearing-impaired listeners Santiago Cuervo R. Marxer 69 7 0 24 Jan 2024
The Effect of Spoken Language on Speech Enhancement using Self-Supervised Speech Representation Loss Functions George Close Thomas Hain Stefan Goetze 42 8 0 27 Jul 2023
Multi-Channel Target Speaker Extraction with Refinement: The WavLab Submission to the Second Clarity Enhancement Challenge Samuele Cornell Zhongqiu Wang Yoshiki Masuyama Shinji Watanabe Manuel Pariente Nobutaka Ono 37 12 0 15 Feb 2023
Perceive and predict: self-supervised speech representation based loss functions for speech enhancement George Close William Ravenscroft Thomas Hain Stefan Goetze SSL 48 12 0 11 Jan 2023
Restoring speech intelligibility for hearing aid users with deep learning P. U. Diehl Y. Singer Hannes Zilly U. Schonfeld Paul Meyer-Rachner Mark Berry Henning Sprekeler Elias Sprengel A. Pudszuhn V. Hofmann 26 19 0 23 Jun 2022
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen Chengyi Wang Zhengyang Chen Yu-Huan Wu Shujie Liu ... Yao Qian Jian Wu Micheal Zeng Xiangzhan Yu Furu Wei SSL 206 1,846 0 26 Oct 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 147 2,939 0 14 Jun 2021
Optimising Hearing Aid Fittings for Speech in Noise with a Differentiable Hearing Loss Model Zehai Tu Ning Ma Jon Barker 40 9 0 08 Jun 2021
TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids Igor Fedorov Marko Stamenovic Carl R. Jensen Li-Chia Yang Ari Mandell Yiming Gan Matthew Mattina P. Whatmough 30 98 0 20 May 2020
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 138 1,191 0 06 Nov 2018
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014