Voice Isolate

Given a video, produce clean voice samples of the narrator: the recurring percussive SFX (a short broadband "taka"/"tk" that bleeds over the voice) is detected and the word it lands on is dropped, so the remaining phrases are clean. The goal is good-quality voice samples (for cloning/TTS), not preserving every word — contaminated words are discarded on purpose.

Pipeline