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Battling voice spoofing: a review, comparative analysis, and generalizability evaluation of state-of-the-art voice spoofing counter measures
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 …
opposite development: malicious actors may seek to use voice spoofing attacks to fool those …
The attacker's perspective on automatic speaker verification: An overview
Security of automatic speaker verification (ASV) systems is compromised by various
spoofing attacks. While many types of non-proactive attacks (and their defenses) have been …
spoofing attacks. While many types of non-proactive attacks (and their defenses) have been …
ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection
ASVspoof 2021 is the forth edition in the series of biannual challenges which aim to promote
the study of spoofing and the design of countermeasures to protect automatic speaker …
the study of spoofing and the design of countermeasures to protect automatic speaker …
Personal voice assistant security and privacy—a survey
Personal voice assistants (PVAs) are increasingly used as interfaces to digital environments.
Voice commands are used to interact with phones, smart homes, or cars. In the United …
Voice commands are used to interact with phones, smart homes, or cars. In the United …
ASSERT: Anti-spoofing with squeeze-excitation and residual networks
We present JHU's system submission to the ASVspoof 2019 Challenge: Anti-Spoofing with
Squeeze-Excitation and Residual neTworks (ASSERT). Anti-spoofing has gathered more …
Squeeze-Excitation and Residual neTworks (ASSERT). Anti-spoofing has gathered more …
[HTML][HTML] Voice spoofing detection for multiclass attack classification using deep learning
Voice biometric authentication is increasingly gaining adoption in organisations with high-
volume identity verifications and for providing access to physical and other virtual spaces. In …
volume identity verifications and for providing access to physical and other virtual spaces. In …
CFAD: A Chinese dataset for fake audio detection
Fake audio detection is a growing concern and some relevant datasets have been designed
for research. However, there is no standard public Chinese dataset under complex …
for research. However, there is no standard public Chinese dataset under complex …
Advances in anti-spoofing: from the perspective of ASVspoof challenges
In recent years, automatic speaker verification (ASV) is used extensively for voice biometrics.
This leads to an increased interest to secure these voice biometric systems for real-world …
This leads to an increased interest to secure these voice biometric systems for real-world …
Void: A fast and light voice liveness detection system
Due to the open nature of voice assistants' input channels, adversaries could easily record
people's use of voice commands, and replay them to spoof voice assistants. To mitigate …
people's use of voice commands, and replay them to spoof voice assistants. To mitigate …
Attentive filtering networks for audio replay attack detection
An attacker may use a variety of techniques to fool an automatic speaker verification system
into accepting them as a genuine user. Anti-spoofing methods meanwhile aim to make the …
into accepting them as a genuine user. Anti-spoofing methods meanwhile aim to make the …