AI tools for musicians and producers (2026)
Song and score generators, vocal synthesis and tuning, stem splitters, and AI mixing and mastering assistants for making and finishing music. We picked the top tools for 3 jobs musicians and producers do every day: 16 tools in all, 7 of them free or with a free tier.
Jump to: Music mixing and mastering · Stem separation · Scoring and soundtracks
Free tools from AgentScout for musicians and producers: Token counter
How we picked: each section takes the tools matched to that task in our directory, putting tools whose category and stated use cases fit the task first, then ordering by tracked GitHub stars. No paid placements.
Music mixing and mastering
Mixing and mastering assistants for music: AI mix and master services, mixing and vocal plugin suites, pitch correction and loudness tools. All 17 tools →
Acon Digital Extract:Dialogue Paid
AI dialogue cleaning plugin with real-time reverb reduction and simple mixer controls.
AutoTune See site
Antares' pitch-correction plugins plus AI-powered vocal mixing tools for vocal tuning and effects.
BandLab Freemium
Free cloud music-making platform and DAW with AI tools such as SongStarter and AI mastering, plus collaboration.
CryoMix See site
Online AI mixing and mastering for vocals, beats and stems, with a free full-length preview.
eMastered See site
Online AI mastering engine created by Grammy-winning engineers.
iZotope Nectar 4 Paid
Vocal mixing plugin suite with an AI Vocal Assistant for EQ, compression, de-essing and pitch.
Stem separation
Split a mix into vocals, drums, bass and other stems, or dialogue, music and effects (DME), for remixing, karaoke, dubbing and clean-up. All 17 tools →
Spleeter Open source
Deezer's source separation library with pretrained models for splitting songs into stems. · ★ 28,499
Ultimate Vocal Remover Open source
Free desktop app that separates vocals and instruments with deep neural networks. · ★ 26,684
Antinode Clear Paid
AI plugin that separates voice, reverb and noise in real time so you can rebalance dialogue (formerly Supertone Clear).
AudioShake See site
AI audio separation. Split dialogue, music and effects (DME) or music stems for dubbing, remixes and clean-up.- CryoMix See site
Online AI mixing and mastering for vocals, beats and stems, with a free full-length preview. 
Fadr Freemium
Mostly free music tools: vocal remover, stem splitter, key, tempo and chord detection, remix and mashup makers.
Scoring and soundtracks
AI music for picture: generate or compose score, background tracks and songs you can license for film, TV, ads and video. All 15 tools →
- Spleeter Open source
Deezer's source separation library with pretrained models for splitting songs into stems. · ★ 28,499 
YuE Open source
Open song-generation model (YuE2) with lyrics-to-song, zero-shot covers and agentic music editing. · ★ 12,143
ACE-Step Open source
Open music generation foundation model for fast full-song generation and editing. · ★ 4,953
AIVA Freemium
AI composition assistant for soundtrack and score music in many styles, with MIDI export and editing.
Audio Design Desk Paid
Audio workstation for video editors. AI search finds sound effects from its library, it syncs sound to picture and can generate background music.
Beatoven.ai See site
Royalty-free AI background music and sound effects for videos, podcasts and games, with an API.
Other roles: Developers · AI engineers · Marketers · Sales teams · Customer support teams · Designers · Artists · Photographers · Filmmakers · Video editors · Researchers · Data analysts · Crypto traders · Founders and small businesses · DevOps and SRE engineers · Security engineers · Game developers · Content creators · QA engineers · Data engineers · Product managers · Students · Operations teams · Startup CTOs · Agencies · Open-source maintainers · MCP developers · Automation engineers · E-commerce teams · All roles
Best-of lists for musicians and producers: All best lists
Related categories: Music production · Film & TV audio
Facts come from our directory listings; pricing is as each maker states it and can change. Missing a tool? Submit it free.