3 papers
cs.SD2026
CRAF: Cross-View Residual-Aware Fusion for Deepfake Speech Detection
Minh-Xuan Phan, Khalid Zaman, Candy Olivia Mawalim +1
Recent advances in speech synthesis and voice conversion have made deepfake speech increasingly realistic, making generalization to unseen spoofing attacks a critical challenge. Pr…
eess.AS2025
Modeling Multi-Level Hearing Loss for Speech Intelligibility Prediction
Xiajie Zhou, Candy Olivia Mawalim, Masashi Unoki
The diverse perceptual consequences of hearing loss severely impede speech communication, but standard clinical audiometry, which is focused on threshold-based frequency sensitivit…
eess.AS2024
Detecting Spoof Voices in Asian Non-Native Speech: An Indonesian and Thai Case Study
Aulia Adila, Candy Olivia Mawalim, Masashi Unoki
This study focuses on building effective spoofing countermeasures (CMs) for non-native speech, specifically targeting Indonesian and Thai speakers. We constructed a dataset compris…