Audio deepfake detection: A survey
Audio deepfake detection is an emerging active topic. A growing number of literatures have
aimed to study deepfake detection algorithms and achieved effective performance, the …
aimed to study deepfake detection algorithms and achieved effective performance, the …
Introduction to voice presentation attack detection and recent advances
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 …
attack detection (PAD) for automatic speaker recognition (ASV). This includes the …
One-class learning towards synthetic voice spoofing detection
Human voices can be used to authenticate the identity of the speaker, but the automatic
speaker verification (ASV) systems are vulnerable to voice spoofing attacks, such as …
speaker verification (ASV) systems are vulnerable to voice spoofing attacks, such as …
ASVspoof: the automatic speaker verification spoofing and countermeasures challenge
Concerns regarding the vulnerability of automatic speaker verification (ASV) technology
against spoofing can undermine confidence in its reliability and form a barrier to exploitation …
against spoofing can undermine confidence in its reliability and form a barrier to exploitation …
[PDF][PDF] A light convolutional GRU-RNN deep feature extractor for ASV spoofing detection
The aim of this work is to develop a single anti-spoofing system which can be applied to
effectively detect all the types of spoofing attacks considered in the ASVspoof 2019 …
effectively detect all the types of spoofing attacks considered in the ASVspoof 2019 …
Spoofing detection in automatic speaker verification systems using DNN classifiers and dynamic acoustic features
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 …
systems have encountered the serious challenge of spoofing attacks. In order to improve the …
Spectral features for synthetic speech detection
Recent advancements in voice conversion (VC) and speech synthesis research make
speech-based biometric systems highly prone to spoofing attacks. This can provoke an …
speech-based biometric systems highly prone to spoofing attacks. This can provoke an …
Deep features for automatic spoofing detection
Recently biometric authentication has made progress in areas, such as speaker verification.
However, some evidence shows that the technology is susceptible to malicious spoofing …
However, some evidence shows that the technology is susceptible to malicious spoofing …
End-to-end convolutional neural network-based voice presentation attack detection
H Muckenhirn, M Magimai-Doss… - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
Development of countermeasures to detect attacks performed on speaker verification
systems through presentation of forged or altered speech samples is a challenging and …
systems through presentation of forged or altered speech samples is a challenging and …
[PDF][PDF] Attention-Based Convolutional Neural Network for ASV Spoofing Detection.
In recent years, automatic speaker verification (ASV) algorithms have undergone significant
progress. They have been widely deployed in different applications, but the ASV systems …
progress. They have been widely deployed in different applications, but the ASV systems …