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How to Separate Instruments with OpenClaw

Instrument separation with OpenClaw and ToolRouter. Extract stems from any recording.

Tool
Audio Isolator icon
Audio Isolator

OpenClaw batch-processes instrument separation through automated audio pipelines. Feed in an entire album or recording library and produce separated stems for all tracks in one pass. This systematic approach is built for large-scale audio analysis projects that need stem data across many recordings.

Connect ToolRouter to OpenClaw

1Install the CLI
npm install -g toolrouter-mcp
2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp tools
No API key needed — account created automatically.All platforms →

Steps

Once connected (see setup above), use the Audio Isolator tool:

  1. Ask OpenClaw: "Separate the instruments from this audio file"
  2. OpenClaw returns individual instrument stems
  3. Review the quality of each separated track
  4. Download and use in your project

Example Prompt

Try this with OpenClaw using the Audio Isolator tool
Extract individual instrument tracks from this song: drums, bass, vocals, and everything else.

Tips

  • Start with a short clip to preview separation quality before processing full tracks
  • Use stems to create practice tracks with specific instruments removed
  • Recombine stems at different levels to create custom mixes

More OpenClaw Guides

How to Remove Background Noise with OpenClawHow to Isolate Vocals from Music with OpenClawHow to Clean Interview Audio with OpenClawHow to Isolate Film Dialogue with OpenClawHow to Clean Podcast Audio with OpenClaw

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