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VoxCeleb1

Speaker identification/verification corpus of 153,516 utterances from 1251 celebrities extracted from YouTube interview videos.

Recommendation

Default in-the-wild speaker-verification benchmark — pick when you want a public, well-comparable baseline before scaling to VoxCeleb2. Speakers are multi-nationality (speech predominantly English); YouTube provenance means clip-level quality varies and some links rot.

Getting the data

Obtain from the dataset homepage.

Same VGG distribution model as VoxCeleb2; requires accepting the access terms on the VGG site even though the corpus itself is CC BY-SA 4.0.

Suggested processing

A recommended VoxKitchen pipeline ships in the repository at voxkitchen/templates/pipelines/speaker-analysis.yaml — run it with vkit docker run.