AI Tools
Best AI Singing Voice Generators in 2026
Creating vocals with AI can involve different inputs, controls and export needs. Compared on vocal input, voice cloning, supported languages and MIDI support, these tools offer criteria for judging how they may suit a music workflow.
- 01
Audimee Audimee suits vocalists and music makers who want to transform vocals, isolate parts, create harmonies, or train custom voice models.
From $9/mo Free plan Web · API9.1 Visit Specs - 02 Kits AI
Kits AI suits people creating or editing vocals and custom voices, including those working with a DAW or integrating voice tools through an API.
From $10/mo Free plan Web · Windows · API9.0 Visit Specs - 03
Revocalize AI It may suit sound engineers, producers, artists, creators, labels, publishers, and music fans seeking voice conversion or custom voice models.
From $9/mo Free plan Web · Windows · macOS · Linux9.0 Visit Specs - 04 SightSinger
SightSinger may suit choir and worship leaders, teachers, songwriters, arrangers, and independent singers who want score-based demos or rehearsal tracks.
From $6/mo Free plan Web · macOS · iOS · Android8.9 Visit Specs - 05
ACE Studio From $16.58/mo Windows · macOS8.6 Visit Specs - 06 NEUTRINO
NEUTRINO suits music and audio producers who want to synthesize vocals from lyrics and melody.
Free plan Web · Windows · macOS · Linux8.6 Visit Specs - 07 Tunela From $10.99/mo Free plan Web8.4 Visit Specs
- 08 Vocalize
Vocalize suits people creating cover songs or speech from community voices or custom voice models.
From $9.99/mo Free plan Web · API8.4 Visit Specs - 09 VoiSona Song
VoiSona Song suits music creators who want to synthesize vocals from notes, MIDI, or MusicXML and edit vocal qualities.
From ¥550/mo Free plan Windows · macOS · iOS8.4 Visit Specs - 10 SoulX-Singer
SoulX-Singer suits researchers and developers seeking a locally deployable or demo-accessible singing synthesis and voice-conversion model.
Free plan Web · Linux · Self-hosted8.2 Visit Specs - 11 HATSUNE MIKU NT Free trial Windows · macOS8.1 Visit Specs
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LyricToMelody AI The service is aimed at songwriters, producers, independent artists, and creative teams who already have lyrics or musical ideas.
From $10/mo Free plan Web8.0 Visit Specs - 13 DiffSinger
It is intended for singing voice synthesis developers and production users who can self-host, prepare data, and train or run models.
Free plan Self-hosted7.8 Visit Specs - 14 CeVIO AI Windows7.7 Visit Specs
- 15 Musicful
Musicful suits artists, creators, and hobbyists who want to generate songs or videos, or developers integrating AI music through its API.
Web · iOS · Android · API7.7 Visit Specs - 16 VOCALOID6 Free trial Windows · macOS7.6 Visit Specs
- 17 Emvoice
It suits music producers using compatible macOS or Windows DAWs who want programmed vocal parts.
Windows · macOS7.5 Visit Specs - 18 Nova-Vox
Nova-Vox suits Windows users seeking free vocal synthesis with customizable Voicebanks and commercial-use permission.
Free plan Windows7.4 Visit Specs - 19 Sinsy
It suits users who want to turn MusicXML scores into synthesized singing vocals through a web interface.
Free plan Web · Linux7.4 Visit Specs - 20 NNSVS Windows · macOS · Linux7.3 Visit Specs
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Voice-Swap From £6.99/mo Web · Windows · macOS7.2 Visit Specs - 22 ENUNU Windows7.0 Visit Specs
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UtaiSynthesizer Windows6.8 Visit Specs - 24 VOCALO CHANGER PLUGIN Windows · macOS6.1 Visit Specs
- 25 Synthesizer V Studio 2 Pro Windows · macOS6.0 Visit Specs
Export formats and stem export help you compare what you can take into later production, and commercial-use terms are worth checking for your intended use. Free-plan availability and paid-from pricing add access and cost considerations. Revocalize AI, NEUTRINO and Kits AI are among the options to explore. Weigh the listed voice capabilities and terms against the kinds of vocal parts and outputs you need.