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An AI music toolkit for artists: train custom voice models, generate AI vocals and harmonies, convert stems into instrument performances and master tracks in the browser.

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kits.ai
Preview of Kits

Overview

Kits approaches AI music from the artist's side of the glass rather than the prompt box: instead of generating songs from text, it gives working musicians tools that fold into how music is already made. Train a voice model on your own (or licensed) vocals, then sing harmonies without a second take, preview melodies with realistic AI instruments, and master the result — all in the browser.

The licensed artist-voice marketplace distinguishes it from gray-area voice cloning: featured vocalists opt in and share revenue, keeping commercial use clean. It will not compose your next hit from a prompt, and stem separation quality varies by source material. But for producers who want AI to multiply their own voice and performances — not replace them — Kits is the most professionally conceived option in music AI.

Pros / Cons

Pros

  • Built around licensed, opt-in artist voices
  • Trains on your own voice — identity stays yours
  • Covers vocals, instruments and mastering in one place
  • Legally clean commercial path

Cons

  • No full-song generation from prompts
  • Voice results depend on training material quality
  • Credits limit heavy production weeks

Who it's for

01

Stacking harmonies without studio time

02

Demoing songs with realistic instrument previews

03

Releasing tracks with licensed artist features

04

Quick DIY mastering between engineers

Bottom line

The most ethically grounded music AI for working artists — it amplifies musicians instead of replacing them.

Key Features

Custom voice model training
AI vocals & harmonies
Stem-to-instrument conversion
AI mastering
Royalty-free artist voices

Tags

MusicVoice modelsArtist tools

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Frequently asked questions

What is Kits?

Kits is a Audio Generation tool developed by Kits AI. The company was founded in 2023 and is headquartered in United States. An AI music toolkit for artists: train custom voice models, generate AI vocals and harmonies, convert stems into instrument performances and master tracks in the browser.

Is Kits free?

Kits uses a freemium model: a free tier is available, and paid plans unlock more usage and advanced features.

Is Kits open source?

No — Kits is proprietary software.

What are the best alternatives to Kits?

Notable Audio Generation alternatives include ElevenLabs, Suno, Udio. Browse all 4 tools in our Audio Generation category for a full overview.

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Basic Info

Pricing
Freemium
Rating
4.3 (900 reviews) Ratings explained
Platforms
Web
Founded
2023
Headquarters
United States
Last verified
2026-09-08