2026
ADAPTIVE SPEAKER EMBEDDING SELF-AUGMENTATION FOR PERSONAL VOICE ACTIVITY DETECTION WITH SHORT ENROLLMENT SPEECH
ICASSP 2026poster
Personal Voice Activity Detection (PVAD) is crucial for identifying target speaker segments in the mixture, yet its performance heavily depends on the quality of speaker embeddings. A key practical limitation is the short enrollment speech--such as a wake-up word--which provides limited cues. This p…