AASIST3 integrates KANs and other modifications into AASIST to improve deepfake speech detection, achieving minDCF of 0.5357 (closed) and 0.1414 (open) on ASVspoof 2024.
Asvspoof 2021: Towards spoofed and deepfake speech detection in the wild,
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AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge
AASIST3 integrates KANs and other modifications into AASIST to improve deepfake speech detection, achieving minDCF of 0.5357 (closed) and 0.1414 (open) on ASVspoof 2024.