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title: MOZAIC Sample Explorer
emoji: 🎭
colorFrom: indigo
colorTo: gray
sdk: static
app_file: index.html
pinned: false
short_description: Gemini zero-shot answers on MOZAIC deepfake samples
---
# MOZAIC sample explorer
A small pilot from MOZAIC, an audio-visual deepfake benchmark built on VoxCeleb2
(code: https://github.com/VectorInstitute/mozaic). It shows Gemini's zero-shot answers on
example questions from each task (T1 spot the fake, T2 manipulation type, T3 identity check), with the clips, the correct answers and the pilot-run scores.
Clips are copied from the MOZAIC release unchanged (video stream untouched; audio
re-encoded to AAC so browsers can play it). Fake clips are synthetic media made for
detection research. The pilot is far too small for conclusions.
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