Improving Fairness in Speaker Recognition

Improving Fairness in Speaker Recognition

29 April 2021

Gianni Fenu

Mirko Marras

Papers citing "Improving Fairness in Speaker Recognition"

9 / 9 papers shown

Title
Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition Isaac Slaughter Craig Greenberg Reva Schwartz Aylin Caliskan 24 4 0 29 Oct 2023
Fairness and Privacy in Voice Biometrics:A Study of Gender Influences Using wav2vec 2.0 Oubaïda Chouchane Michele Panariello Chiara Galdi Massimiliano Todisco Nicholas W. D. Evans 27 2 0 27 Aug 2023
(Un)fair Exposure in Deep Face Rankings at a Distance Andrea Atzori Gianni Fenu Mirko Marras CVBM 36 1 0 22 Aug 2023
A Study on Bias and Fairness In Deep Speaker Recognition Amirhossein Hajavi Ali Etemad 27 2 0 14 Mar 2023
Study on the Fairness of Speaker Verification Systems on Underrepresented Accents in English Mariel Estevez Luciana Ferrer 11 2 0 27 Apr 2022
Don't speak too fast: The impact of data bias on self-supervised speech models Yen Meng Yi-Hui Chou Andy T. Liu Hung-yi Lee 34 25 0 15 Oct 2021
SVEva Fair: A Framework for Evaluating Fairness in Speaker Verification Wiebke Toussaint Aaron Yi Ding 17 10 0 26 Jul 2021
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 135 200 0 05 Mar 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,212 0 23 Aug 2019