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Ranked on the record · 25 apps

Best AI Singing Voice Generators 2026

For vocal production, AI singing voice generators offer different inputs, voice options and ways to move outputs into a project. Compare vocal input and voice cloning with supported languages and MIDI support to assess which capabilities matter for your workflow. Export formats and stem export can help you evaluate how generated material may fit later production steps; check commercial-use terms for your intended use, too. Revocalize AI, Musicful and LyricToMelody AI are among the entries. Free-plan availability and paid-from pricing add access and cost details to weigh alongside the listed features.

01

Revocalize AI may suit artists, creators, sound engineers, and producers looking to transform or generate voices.

Free plan Free trial From $9 a month AndroidiPhone & iPadWebWindowsMacLinux+3
02

SightSinger

SightSinger suits choir and worship leaders, music teachers, songwriters, arrangers, and independent singers working from scored music.

AndroidiPhone & iPadWeb+1
Record6.2 Visit
03

VoiSona Song

VoiSona Song suits people creating synthetic vocals from notes, MIDI, or MusicXML.

iPhone & iPadWindowsMac
Record5.8 Visit
04

Kits AI

Kits AI suits music creators who want tools for voice conversion, vocal editing, or production workflows using a DAW.

WebWindowsAPI
Record5.4 Visit
05

NEUTRINO

NEUTRINO may suit musicians and audio producers who want to generate singing from lyrics and melody across desktop or web platforms.

WebWindowsMac+1
Record5.3 Visit
6
Vocalize

Vocalize may suit people creating spoken audio, AI covers, or voice-swapping models, as well as developers using its speech API.

WebAPI $9.99 a month Record5.3 Visit
7
Audimee

Audimee suits vocal creators who want to transform, isolate, or harmonize recorded vocals, or train custom voice models.

WebAPI $9 a month, billed yearly Record5.2 Visit
8
Tunela

Tunela is aimed at musicians, creators, and hobbyists working with audio or video voices.

Web $10.99 a month Record5.2 Visit
9 WebWindowsMac £6.99 a month Record4.9 Visit
10 WindowsMac $16.58 one-time Record4.8 Visit
11
LyricToMelody AI

It suits songwriters, producers, independent artists, and creative teams starting with lyrics or musical ideas.

Web $10 a month, billed yearly Record4.8 Visit
12
Musicful

Musicful suits artists, creators, and hobbyists looking to generate songs or music videos.

AndroidiPhone & iPadWeb+1 Free plan Record4.8 Visit
13
SoulX-Singer

SoulX-Singer is for researchers and developers working with singing voice synthesis or conversion.

WebLinuxSelf-hosted Free plan Record4.7 Visit
14 WindowsMac ¥19,800 one-time Record4.6 Visit
15
NNSVS

NNSVS suits researchers and developers building custom singing voice systems and voicebanks.

WindowsMacLinux Free plan Record4.6 Visit
16 WindowsMac $225 one-time Record4.6 Visit
17
Sinsy

Sinsy fits musicians or developers who want score-based singing synthesis through a browser or Linux environment.

WebLinux Free plan Record4.5 Visit
18
Emvoice

Emvoice One suits music producers using compatible DAWs on macOS or Windows who want to program vocals from notes and lyrics.

WindowsMac Free plan Record4.4 Visit
19
ENUNU

ENUNU suits UTAU users who want to use ordinary NNSVS singing models.

Windows Free plan Record4.3 Visit
20 Windows Free plan Record4.3 Visit
21 Windows ¥10,780 one-time Record4.2 Visit
22
Nova-Vox

It suits Windows users creating singing voices who want open-source synthesis and Voicebank development tools.

Windows Free plan Record4.2 Visit
23
DiffSinger

It suits singing voice synthesis developers and the production community who can self-host software, prepare their own data, and work with Python-based training and…

Self-hosted Free plan Record4.1 Visit
24 WindowsMac $180 one-time Record2.7 Visit
25 WindowsMac — Record2.6 Visit