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preprint · arXiv (cs.CV, cs.GR), 2026 · Nov 1, 2026

Fréchet Oral Distance: A Coordinate-Free Metric and Benchmark for Speech-Driven Oral Animation

Jaehong Myung, Seungho Eum, Hyunjung Chung, Unsang Park

In plain English

Proposes an embedding-based metric for judging mouth motion generated from speech, intended as a cheaper and reproducible alternative to coordinate-based errors and user studies. The authors report it ranks models similarly to lip vertex error and agrees with user preferences.

lip sync
benchmark
evaluation
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