How these packs are made

The short version of the whole pipeline — and why it sounds like a person, not a preset.

Everything you just heard comes out of one idea: your catalog is the model. Co-Produce AI fine-tunes a private Stable Audio 3 model on a producer's own beats, so what it generates carries their pocket, texture, and taste — not a shared, homogenized sound.

The chain is short and honest: organize → caption → train a private LoRA → generate full songs → chop one-shots → split stems → label by key & BPM → package with provenance. Generation runs in song mode at 3:08 for real arrangements and solid low end — then the DAW takes over for the final record.

The four demo packs

• Boom-Bap Dust · Vol. 1 — dusty vinyl chops, warm upright bass, swung drums. Head-nod ready.
• Trap Nights · Vol. 1 — booming 808s, crisp hats, dark melodies. Modern, hard-hitting.
• Drill Sessions — sliding 808s, eerie bells, sparse hats. Cold and hypnotic.
• Lo-Fi After Hours — mellow Rhodes, tape saturation, vinyl crackle. Late-night warmth.

Each pack ships as full songs plus carved one-shots, WAV + stems, every file labeled with its key and BPM — and it's fully reproducible: one command on a rented GPU builds all four packs and the entire prompt library end to end. The build series lives on the blog.

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