Omkar2118/datasets huggingface dataset:
AVSpeech

**AVSpeech** is a large-scale audio-visual dataset comprising
speech clips with no interfering background signals. The segments
are of varying length, between 3 and 10 seconds long, and in each clip
the only visible face in the video and audible sound in the soundtrack
belong to a single speaking person. In total, the dataset contains
roughly 4700 hours of video segments with approximately 150,000
distinct speakers, spanning a wide variety of people, languages
and face poses.

Introducing paper: Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Separation