Fire Videos Data

Large-scale audio-visual dataset comprising speech clips with no interfering background signals.

Data were collected from 100 subjects, yielding over thousand instances of synchronized data

The package including the videos and the metadata is available for non-commercial, academic research.

No one was asked to light a fire for this dataset. Video is taken from people's observations.

This corpus contains 15 spontaneous dialogues and multi-participant conversations by deaf signers, 10 of which were recorded in authentic settings like a deaf club and a bar, 5 were recorded in the lab.

Casual Conversations is a large scale multimodal (video + audio) benchmark dataset built to evaluate and audit computer vision and speech models for accuracy across diverse ages, genders, apparent skin tones, and lighting conditions.