European License Plate Recognition

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

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.

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

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.

Human lipreading performance increases for longer words, indicating the importance of features capturing temporal context in an ambiguous communication channel.

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