3 papers
cs.CV2026
When AVSR Meets Video Conferencing: Dataset, Degradation, and the Hidden Mechanism Behind Performance Collapse
Yihuan Huang, Jun Xue, Liu Jiajun +5
Audio-Visual Speech Recognition (AVSR) has achieved remarkable progress in offline conditions, yet its robustness in real-world video conferencing (VC) remains largely unexplored.…
cs.SD2026
How Well Do Current Speech Deepfake Detection Methods Generalize to the Real World?
Daixian Li, Jun Xue, Yanzhen Ren +4
Recent advances in speech synthesis and voice conversion have greatly improved the naturalness and authenticity of generated audio. Meanwhile, evolving encoding, compression, and t…
cs.GR2025
PASE: Phoneme-Aware Speech Encoder to Improve Lip Sync Accuracy for Talking Head Synthesis
Yihuan Huang, Jiajun Liu, Yanzhen Ren +3
Recent talking head synthesis works typically adopt speech features extracted from large-scale pre-trained acoustic models. However, the intrinsic many-to-many relationship between…