H3 Omni Ref Iteration Review

Gemini Omni dropped · Original H3 · 4×GB200 optimized FastVideo path

Updated 2026-08-30 18:05 PDT · no auto refresh

Audio Repair · Silent Control

The first failed B3 output with its generated audio removed. This isolates speech corruption from visual motion-transfer and source-leakage failures.

Generated 1 / 1 · QA 0/1 accepted · unintelligible speech 0
ref2va-sample-2026083600-000000

ref2va-sample-2026083500-000000

Make the woman from the photo perform the hand gestures and upper body movements from the video while keeping her in her own kitchen.
motion_performance_transferdirect ablation10ssilentno_speechrejected
<Picture 1>
<Picture 1>subject_identity
image
<Video 1>motion_performance
video · 10.0s
Exact H3 prompt
A 10-second static medium shot of the woman from <Picture 1> standing behind the counter in her modern kitchen setting. She retains her exact visual identity, blonde hairstyle, and black blazer over a colorful top from <Picture 1>, while performing the non-verbal upper-body motion, hand gestures, hand clasping, and forward pointing sequence from <Video 1>. Her mouth remains naturally closed and at rest throughout the performance. The camera remains fixed at eye level matching <Picture 1>. No spoken dialogue; ambient room tone only.
Final delivered output
REJECTED
The motion transfer failed to retain the target environment from the identity image, resulting in severe background leakage from the performance video alongside unrequested mouth movement.
failure: source_environment_leakage, unrequested_change
media contract: 10.125s actual / 10.0s target · audio missing · pass
primary_transformation: 2source_preservation: 2target_identity: 3source_leakage: 4motion_or_temporal: 3audio: 4artifact: 3
Gemini 3.7 independent output QA · 414.0s generation