PopTok: a fully local AI pipeline that turns one prompt into a lip-synced music video

julianharris · x · 2026-10-25

Developer julianharris unveiled PopTok, a fully local music-video workflow: generate a complete lip-synced MV from a single prompt, or add video to existing music. Stack: ACE-Step 1.5 for music, LTX 2.5 with a grafted LTX-2.3 Transition LoRA for visuals, InfiniteTalk for lip sync, and Whisper for lyric alignment. His recurring virtual character R.Amber now has a face. Full pipeline needs a DGX 128GB; parts run on MacBook M5, Strix Halo, or an RTX 4090. How-tos are being posted on his site.

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