18.1
Revocalize AI creates AI voices and trains custom voice models.
Free planAndroidiOSWeb
Best AI Singing Voice Generators in 2026
If you’re exploring AI-generated vocals, compare these tools by the inputs they accept and how you can work with the results. Vocal input, voice cloning, supported languages, and MIDI support describe different parts of the process. Revocalize AI, NEUTRINO, and SoulX-Singer are among the entries to consider. Check export formats and stem export for the output options shown, and review commercial-use terms for your…
28.0
SightSinger is a web service that turns MusicXML sheet music into singing audio demos through a natural-language chat workflow.
Free planAndroidiOSWeb
37.7
Kits AI offers audio tools for creating custom voices, changing vocals and working with music.
Free planWebAPIWindows
- 4
VoiSona Song
VoiSona Song is AI voice synthesis software that reproduces human singing.
Free planiOSmacOSWindows7.6From ¥6,600 a year - 5
Audimee
Audimee is a web-based voice-to-voice platform for transforming vocals with built-in or custom voice models.
Free planWebAPI7.5From $9 a month - 6
Tunela
Tunela is a web-based platform for changing and working with voices in songs, speech, and video.
Free planWeb7.4From $10.99 a month - 7
Vocalize
Vocalize generates AI cover songs and text-to-speech audio using community-uploaded voices or voices users create.
Free planWebAPI7.2From $9.99 a month - 8
NEUTRINO
NEUTRINO is a free AI singing voice generator that turns sheet music into synthesized vocals.
Free planWebLinuxmacOSWindows7.1Free plan - 9
ACE Studio
ACE Studio is an AI music workspace for creators, with tools for vocals, instruments, scoring, and sound design.
macOSWindows6.8From $16.58 a month - 10
Musicful
Musicful uses AI to generate songs from text, lyrics, or a hum, and can also create AI music videos.
AndroidiOSWebAPI6.7 - 11
Voice-Swap
Voice-Swap combines voice modelling, generation, and rights management for creators, rights holders, companies, and developers.
WebmacOSWindows6.6From £6.99 a month - 12
LyricToMelody AI
LyricToMelody AI turns lyrics or musical ideas into melody drafts, AI vocal demos, and editable MIDI.
Free planWeb6.5From $10 a month - 13
SoulX-Singer
SoulX-Singer is an open-source model for generating singing voices for singers it has not been tuned on.
Free planWebLinuxSelf-hosted6.5Free plan - 14
HATSUNE MIKU NT
HATSUNE MIKU NT is singing voice synthesis software that creates vocals from melody and lyrics.
macOSWindows6.2¥19,800 one-time - 156.2$225 one-time
- 16
Sinsy
Sinsy is a free service that turns musical scores into synthesized singing vocals using DNN- and HMM-based methods.
Free planWebLinux6.0Free plan - 17
Nova-Vox
Nova-Vox is a free, open-source vocal synthesizer for Windows that combines traditional methods with AI-driven techniques.
Free planWindows5.8Free plan - 18
CeVIO AI
CeVIO AI is Windows software for synthesizing speech and singing for dialogue, narration, and songs.
Windows5.7¥10,780 one-time - 19
NNSVS
NNSVS is an open-source library for creating neural network-based singing voice synthesis systems, designed for research.
LinuxmacOSWindows5.7 - 20
UtaiSynthesizer
UtaiSynthesizer is a free, open-source Windows DAW that turns written scores into singing vocals through voice-conversion models.
Windows5.7 - 21
DiffSinger
DiffSinger is a self-hosted singing voice synthesis system built around a shallow diffusion mechanism.
Free planSelf-hosted5.6Free plan - 22
Emvoice
Emvoice One is a vocal synthesis plugin that turns programmed notes and lyrics into rendered singing.
macOSWindows5.6 - 235.4
- 24
VOCALO CHANGER PLUGIN
VOCALO CHANGER PLUGIN is a paid vocal-input plugin for Windows and macOS.
macOSWindows5.3$180 one-time - 25
Synthesizer V Studio 2 Pro
Synthesizer V Studio 2 Pro is paid vocal-production software for macOS and Windows.
macOSWindows4.8