FairSSD: Understanding Bias in Synthetic Speech Detectors

FairSSD: Understanding Bias in Synthetic Speech Detectors

17 April 2024

Amit Kumar Singh Yadav

Kratika Bhagtani

Paolo Bestagini

Papers citing "FairSSD: Understanding Bias in Synthetic Speech Detectors"

10 / 10 papers shown

Title
DSVAE: Interpretable Disentangled Representation for Synthetic Speech Detection Amit Kumar Singh Yadav Kratika Bhagtani Ziyue Xiang Paolo Bestagini Stefano Tubaro Edward J. Delp DRL 19 6 0 06 Apr 2023
ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild Xuechen Liu Xin Wang Md. Sahidullah J. Patino Héctor Delgado ... Massimiliano Todisco Junichi Yamagishi Nicholas W. D. Evans A. Nautsch Kong Aik Lee 27 169 0 05 Oct 2022
Fairness in Face Presentation Attack Detection Meiling Fang Wufei Yang Arjan Kuijper Vitomir Štruc Naser Damer CVBM 36 15 0 19 Sep 2022
Bias in Automated Speaker Recognition Wiebke Toussaint Aaron Yi Ding CVBM 27 44 0 24 Jan 2022
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks Jee-weon Jung Hee-Soo Heo Hemlata Tak Hye-jin Shim Joon Son Chung Bong-Jin Lee Ha-Jin Yu Nicholas W. D. Evans 118 279 0 04 Oct 2021
An Examination of Fairness of AI Models for Deepfake Detection Loc Trinh Y. Liu CVBM 77 35 0 02 May 2021
Deepfakes Generation and Detection: State-of-the-art, open challenges, countermeasures, and way forward Momina Masood M. Nawaz K. Malik A. Javed Aun Irtaza AAML 112 289 0 25 Feb 2021
SEP-28k: A Dataset for Stuttering Event Detection From Podcasts With People Who Stutter Colin S. Lea Vikramjit Mitra A. Joshi S. Kajarekar Jeffrey P. Bigham 27 93 0 24 Feb 2021
ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech A. Nautsch Xin Wang Nicholas W. D. Evans Tomi Kinnunen Ville Vestman Massimiliano Todisco Héctor Delgado Md. Sahidullah Junichi Yamagishi Kong Aik Lee 112 141 0 11 Feb 2021
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,143 0 23 Aug 2019