AI Sample Pack Generator: one-shots and loops from any track

The sample pack generator mines a track for material. Audial separates the audio, finds the individual hits and the phrases around them, and returns a folder of one-shots and loops sorted by instrument.

Drum results come back grouped by type: kicks, snares, hats, claps, percs and shakers. Bass and melody come back as loops cut by section, at 1, 4, 8 and 16 beat lengths, so a chorus bass line arrives in the exact length you need. Everything is tempo-tagged, which means the loops drop onto a project grid without stretching.

Choose which components to extract (drums, bass, melody) and pass a genre to steer how the track is sliced. Run it from the Sample Pack Creator tab, from audial.generate_samples in Python, from /functions/run/sample-pack, or as the generate_samples MCP tool.

What you get

• Drum one-shots grouped into kicks, snares, hats, claps, percs and shakers
• Bass and melody loops cut by section at 1, 4, 8 and 16 beat lengths
• Pick the components you want: drums, bass, melody
• Genre hint steers how the track gets sliced
• Everything is tempo-tagged, so loops line up on the grid
• Works from the website, the Python SDK, the REST API and MCP

Use it from code

curl -X POST "https://api.audialmusic.ai/api/functions/run/sample-pack" \
  -H "X-API-Key: your_api_key" -H "X-User-ID: your_user_id" \
  -F "userId=your_user_id" \
  -F "original=@/path/to/track.mp3" \
  -F 'samplePackParameters={"jobType":"sample_pack","components":["drums","bass","melody"],"genre":"Tech House"}'

import audial

audial.config.set_api_key("your_api_key")
audial.config.set_user_id("your_user_id")

samples = audial.generate_samples(
    "track.mp3",
    job_type="sample_pack",
    components=["drums", "bass", "melody"],
    genre="Tech House",
)
print(samples["files"]["folder"])

# In Claude, Cursor or any MCP client with audial-mcp installed:
"Make a drum and bass sample pack from ~/Music/track.mp3 and list the one-shots by category."

Frequently asked questions