Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures

A Khan, KM Malik, J Ryan, M Saravanan - Artificial Intelligence Review, 2023 - Springer
With the advent of automated speaker verification (ASV) systems comes an equal and
opposite development: malicious actors may seek to use voice spoofing attacks to fool those …

Automatic speaker verification systems and spoof detection techniques: review and analysis

A Mittal, M Dua - International Journal of Speech Technology, 2022 - Springer
Automatic speaker verification (ASV) systems are enhanced enough, that industry is
attracted to use them practically in security systems. However, vulnerability of these systems …

Constant Q cepstral coefficients: A spoofing countermeasure for automatic speaker verification

M Todisco, H Delgado, N Evans - Computer Speech & Language, 2017 - Elsevier
Recent evaluations such as ASVspoof 2015 and the similarly-named AVspoof have
stimulated a great deal of progress to develop spoofing countermeasures for automatic …

SASV 2022: The first spoofing-aware speaker verification challenge

J Jung, H Tak, H Shim, HS Heo, BJ Lee… - arxiv preprint arxiv …, 2022 - arxiv.org
The first spoofing-aware speaker verification (SASV) challenge aims to integrate research
efforts in speaker verification and anti-spoofing. We extend the speaker verification scenario …

ASVspoof: the automatic speaker verification spoofing and countermeasures challenge

Z Wu, J Yamagishi, T Kinnunen… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
Concerns regarding the vulnerability of automatic speaker verification (ASV) technology
against spoofing can undermine confidence in its reliability and form a barrier to exploitation …

Tandem assessment of spoofing countermeasures and automatic speaker verification: Fundamentals

T Kinnunen, H Delgado, N Evans… - … on Audio, Speech …, 2020 - ieeexplore.ieee.org
Recent years have seen growing efforts to develop spoofing countermeasures (CMs) to
protect automatic speaker verification (ASV) systems from being deceived by manipulated or …

t-DCF: a detection cost function for the tandem assessment of spoofing countermeasures and automatic speaker verification

T Kinnunen, KA Lee, H Delgado, N Evans… - arxiv preprint arxiv …, 2018 - arxiv.org
The ASVspoof challenge series was born to spearhead research in anti-spoofing for
automatic speaker verification (ASV). The two challenge editions in 2015 and 2017 involved …

[PDF][PDF] Replay Attack Detection Using DNN for Channel Discrimination.

P Nagarsheth, E Khoury, K Patil, M Garland - interspeech, 2017 - isca-archive.org
Voice is projected to be the next input interface for portable devices. The increased use of
audio interfaces can be mainly attributed to the success of speech and speaker recognition …

Spoofing detection in automatic speaker verification systems using DNN classifiers and dynamic acoustic features

H Yu, ZH Tan, Z Ma, R Martin… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
With the development of speech synthesis technology, automatic speaker verification (ASV)
systems have encountered the serious challenge of spoofing attacks. In order to improve the …

Introduction to voice presentation attack detection and recent advances

M Sahidullah, H Delgado, M Todisco, A Nautsch… - Handbook of Biometric …, 2023 - Springer
Over the past few years, significant progress has been made in the field of presentation
attack detection (PAD) for automatic speaker recognition (ASV). This includes the …