End-to-end spectro-temporal graph attention networks for speaker verification anti-spoofing and speech deepfake detection
Artefacts that serve to distinguish bona fide speech from spoofed or deepfake speech are
known to reside in specific subbands and temporal segments. Various approaches can be …
known to reside in specific subbands and temporal segments. Various approaches can be …
A study on data augmentation in voice anti-spoofing
In this paper we perform an in depth study of how data augmentation techniques improve
synthetic or spoofed audio detection. Specifically, we propose methods to deal with channel …
synthetic or spoofed audio detection. Specifically, we propose methods to deal with channel …
A Survey on Speech Deepfake Detection
The availability of smart devices leads to an exponential increase in multimedia content.
However, advancements in deep learning have also enabled the creation of highly …
However, advancements in deep learning have also enabled the creation of highly …
Generalized voice spoofing detection via integral knowledge amalgamation
Y Ren, H Peng, L Li, X Xue, Y Lan… - IEEE/ACM Transactions …, 2023 - ieeexplore.ieee.org
Most of the voice spoofing detection methods are designed for specific kinds of spoofing
attacks, synthetic or replay. In practice, however, there is no prior information about these …
attacks, synthetic or replay. In practice, however, there is no prior information about these …
Audio Anti-Spoofing Detection: A Survey
The availability of smart devices leads to an exponential increase in multimedia content.
However, the rapid advancements in deep learning have given rise to sophisticated …
However, the rapid advancements in deep learning have given rise to sophisticated …
End-to-end dual-branch network towards synthetic speech detection
Synthetic speech attacks bring more threats to Automatic Speaker Verification (ASV)
systems, thus many synthetic speech detection (SSD) systems have been proposed to help …
systems, thus many synthetic speech detection (SSD) systems have been proposed to help …
Graph-based spectro-temporal dependency modeling for anti-spoofing
A great deal of recent research reveals that artifacts introduced by spoofing algorithms
reside in specific frequency subbands or temporal segments. Therefore, the performance of …
reside in specific frequency subbands or temporal segments. Therefore, the performance of …
Synthetic speech detection based on local autoregression and variance statistics
With the development of speech synthesis technology, the existing synthetic speech
detection (SSD) methods cannot generalize well for unknown synthesis algorithms. And …
detection (SSD) methods cannot generalize well for unknown synthesis algorithms. And …
Comparative analysis of asv spoofing countermeasures: Evaluating res2net-based approaches
M Yang, K Zheng, X Wang, Y Sun… - IEEE Signal Processing …, 2023 - ieeexplore.ieee.org
Popular topics in the field of countermeasures include feature engineering and neural-
network-based models, which involve neural network architectures and loss criteria. This …
network-based models, which involve neural network architectures and loss criteria. This …
A voice spoofing detection framework for IoT systems with feature pyramid and online knowledge distillation
Y Ren, H Peng, L Li, X Xue, Y Lan, Y Yang - Journal of Systems …, 2023 - Elsevier
Voice anti-spoofing is an important step for secure speaker verification in voice-enabled
Internet of Things (IoT) systems. Most voice spoofing detection methods require significant …
Internet of Things (IoT) systems. Most voice spoofing detection methods require significant …