Directory

Level, denoise, and hit a loudness target on a mix or a voice recording. A free monthly allowance exists; paid plans add hours.

AI mastering from DistroKid. The public offer on Mixea’s site is a paid annual pass.

Master in a DAW with Ozone’s Master Assistant and the rest of the Ozone suite. Sold as software.

Match a mix to a reference track. Free software under the GPL, run on your own machine.

Mix and master in the browser or on the desktop, including reference matching, on a Pro subscription.

Split a mix into vocals, drums, bass, and other stems. A free starter plan exists; paid plans add speed and minutes.

Separate stems and practice with chord, tempo, and pitch tools. Free uploads are capped; paid plans lift the cap and add voice conversion with licensed voice models. Full pricing is shown only after you log in.

Separate and edit audio in a spectral DAW. Sold as software, with a time-limited trial.

Desktop app that splits a track into vocals, drums, bass, and other, plus an instrumental. Free to download; donations are optional.

Stem and dialogue separation for mixing, localization, and sync delivery. Labels and studios buy through sales; independent artists can sign up for self-serve Indie plans.

Research stem separation you run yourself, under the MIT license. The official repository is archived, so do not expect updates.

Separate vocals, melodies, drums, and more. Fadr Basic is free, with paid upgrades.

Convert and design vocals with voice models. A free plan includes limited conversion time.

Transform a vocal with a roster of voice models. Plans are paid subscriptions or a one-off credit purchase.

Design a voice, transform speech, or draft a music bed. A free monthly plan exists; check the plan before you treat the output as cleared for commercial release.

Train a local voice-conversion model. Free and MIT-licensed. You need rights in any voice you train or imitate.

Generate songs with vocals from a prompt. The free plan on Suno’s pricing page does not include commercial rights; paid plans do.

Generate pieces in a wide range of styles. A free account can download a limited number of tracks under AIVA’s terms; paid plans change ownership and monetization. Read the plan before you release anything.

Generate soundtrack beds for video and podcasts. A non-commercial free allowance exists; commercial use is on paid plans.

Build beats and edit the arrangement in the browser. The plans listed on Soundraw’s pricing page are paid.

Generate and remix tracks, then add effects or a master. The homepage invites you to start free, with paid pricing alongside.

Master with LANDR’s AI engine and distribute the release to streaming services from the same platform. The public plans are paid subscriptions.

Distribute releases on a paid plan, split collaborator royalties, and use Symphonic’s AI promo generator and opt-in AI licensing tools.

Tag a catalog and search it by similarity or plain language, including for sync. A small free monthly upload exists for artists; larger catalogs are priced.

Search a production or sync catalog with text, a video, a reference track, or a lyric idea. The site offers a try-it path rather than a public free plan.

Host a catalog and use its AI tools for playlisting, metadata, and finding uses. The public offer is a free trial, then a paid plan.

Search and license music for social video and picture, with AI search on the platform. Plans are paid, including an enterprise tier.

Where sync and publishing teams store, share, and pitch catalogs. The AI is a paid Discovery Suite add-on: auto-tagging, similarity search, lyric transcription, and instrumentals.

A music cloud for labels, publishers, managers, and artists. AI tags tracks so you can search a catalog in plain language, and its Sync Hub puts rights holders in front of buyers. Free plan; paid tiers add more.

Recognize music in files, uploads, or streams. New accounts may get a one-time trial batch of requests; ongoing use is a paid subscription.

Identify music, covers, and AI-generated audio, and monitor broadcasts. The site starts with a free trial, then paid recognition.

Identify content and administer rights for platforms that use music. Sold as an enterprise agreement.

Detect streaming fraud and AI-generated music for DSPs, distributors, labels, and collecting societies. Access starts with a demo.

Identify music and report usage for societies, labels, publishers, and services. No public free plan was listed on the site we checked.

Identify recordings, compositions, and AI-generated music. Pex’s site says it has joined Vobile. Platform pricing is sales-led.