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Yifang Guo

2 accepted papers

2025

Multi-View Collaborative Learning Network for Speech Deepfake Detection

AAAI 2025technical

As deep learning techniques advance rapidly, deepfake speech synthesized through text-to-speech or voice conversion networks is becoming increasingly realistic, posing significant challenges for detection and raising potential threats to social security. This growing realism has prompted extensive r…

Cited by 0SourcePDFScholar
2025

Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes

AAAI 2025technical

Recent advancements in text-to-speech and speech conversion technologies have enabled the creation of highly convincing synthetic speech. While these innovations offer numerous practical benefits, they also cause significant security challenges when maliciously misused. Therefore, there is an urgent…

Cited by 0SourcePDFScholar