Full-AI music video pipeline with Suno, ChatGPT reference frames and Pika H3 Flex lip-sync, reviewed

Inevitable-Bus-8654 · reddit · 2026-11-09

Following an earlier LTX 2.5 rap video, the author built a melancholic AI music video (One Last Bullet) and shared the full workflow: Suno for the song, ChatGPT Images for consistent performer reference frames, and Pika H3 Flex Ref2VA on the MiniMax H3 base, run via Python/Diffusers on a single Runpod H200.

Pipeline: 1344×768 at 24fps, six model evaluations per shot; each 5s take uses a reference image plus the matching song excerpt, with singing lip-sync from audio conditioning; FFmpeg assembly.

Remaining issues: faces soften when the performer is far from camera; lip-sync still drifts in some takes; testing NVIDIA Open-H3-Regenerate-2K shifted mouth timing, so preview stays at native resolution.

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