A single consumer graphics card driving a video model that produces both picture and sound

MiniMax H3 on One Gaming Card: Five Findings From a Day of Tests

We ran MiniMax H3 for a full day on a single RTX 5090: talking shots driven by our own voice track, a walk and talk, text to speech, a trained voice, and an eight scene short film with its own soundtrack. Every number here came off our machine. So did the mistakes.

September 5, 2026 · 7 min · Aillex / DIY AI
Free Local HeyGen: The Four-Model Chain Behind Every Talking Shot on This Channel

Free Local HeyGen: The Four-Model Chain Behind Every Talking Shot on This Channel

For five weeks we would not say how our presenter’s talking footage is made. Here is the whole chain: LongCat for the body, MuseTalk for the mouth, Duix to clean up what that leaves, and MuseTalk again for the visemes. Why the order matters more than any single model.

August 14, 2026 · 6 min · Aillex / DIY AI
Real-Time Lip-Sync with MuseTalk on an RTX 5090 (Blackwell Survival Guide)

Real-Time Lip-Sync with MuseTalk on an RTX 5090 (Blackwell Survival Guide)

MuseTalk generates lip-synced video faster than real time on a 5090, but getting it to BUILD on Blackwell is dependency hell. Here’s the exact recipe that works.

July 1, 2026 · 4 min · Aillex / DIY AI
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