Personal VAD: Speaker-Conditioned Voice Activity Detection
Personal VAD detects target speaker voice activity at frame level to reduce computational cost for speech recognition. The system outputs probabilities for non-speech, target speech, and non-target speech. Four architectures were tested, with Embedding Conditioned Training (ET) showing the best performance by using the target speaker's embedding to train a lightweight model.