AGENT USE CASE1:21Let sound design lead the scene
Building many scene variants with sound first, the creator says the result looks less like AI slop and renders fast.
Open-source music model for royalty-free beds you generate on your own machine.

Image: from the GitHub README, shown with credit.
Images from the project README on GitHub.
pip install triton-windows git clone https://github.com/ace-step/ACE-Step.git pip install -e .
Install command copied from the project README. Check the README for the latest version.
Open-source music model for royalty-free beds you generate on your own machine.
Project | Hugging Face | ModelScope | Space Demo | Discord | Technical Report | ACE-Step v1.5
We introduce ACE-Step, a novel open-source foundation model for music generation that overcomes key limitations of existing approaches and achieves state-of-the-art performance through a holistic architectural design. Current methods face inherent trade-offs between generation speed, musical coherence, and controllability. For instance, LLM-based models (e.g., Yue, SongGen) excel at lyric alignment but suffer from sl…
Quoted from the README of ace-step/ACE-Step.
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AGENT USE CASE1:21Building many scene variants with sound first, the creator says the result looks less like AI slop and renders fast.
AGENT USE CASE1:30A complete music video built only with code (Remotion via Codex), with the song made in Suno.
SKILLMeta's open library for local music and sound-effect generation.
AGENT USE CASEAn MCP server lets the agent drive Ableton: drums, bass, melody and a rough mix from chat.
SKILLGenerates synced sound effects from a silent video, ideal for Seedance clips.
SKILLLets your coding agent call ElevenLabs for voiceover, sound effects and music.
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