4
VoiSona Song
VoiSona Song is AI voice synthesis software that reproduces human singing.
Free planiOSmacOSWindows
7.6From ¥6,600 a year
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5
Audimee
Audimee is a web-based voice-to-voice platform for transforming vocals with built-in or custom voice models.
Free planWebAPI
7.5From $9 a month
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6
Tunela
Tunela is a web-based platform for changing and working with voices in songs, speech, and video.
Free planWeb
7.4From $10.99 a month
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7
Vocalize
Vocalize generates AI cover songs and text-to-speech audio using community-uploaded voices or voices users create.
Free planWebAPI
7.2From $9.99 a month
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8
NEUTRINO
NEUTRINO is a free AI singing voice generator that turns sheet music into synthesized vocals.
Free planWebLinuxmacOSWindows
7.1Free plan
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9
ACE Studio
ACE Studio is an AI music workspace for creators, with tools for vocals, instruments, scoring, and sound design.
macOSWindows
6.8From $16.58 a month
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10
Musicful
Musicful uses AI to generate songs from text, lyrics, or a hum, and can also create AI music videos.
AndroidiOSWebAPI
6.7
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11
Voice-Swap
Voice-Swap combines voice modelling, generation, and rights management for creators, rights holders, companies, and developers.
WebmacOSWindows
6.6From £6.99 a month
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12
LyricToMelody AI
LyricToMelody AI turns lyrics or musical ideas into melody drafts, AI vocal demos, and editable MIDI.
Free planWeb
6.5From $10 a month
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13
SoulX-Singer
SoulX-Singer is an open-source model for generating singing voices for singers it has not been tuned on.
Free planWebLinuxSelf-hosted
6.5Free plan
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14
HATSUNE MIKU NT
HATSUNE MIKU NT is singing voice synthesis software that creates vocals from melody and lyrics.
macOSWindows
6.2¥19,800 one-time
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15
VOCALOID6
VOCALOID6 is paid singing-synthesis software for Windows and macOS.
macOSWindows
6.2$225 one-time
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16
Sinsy
Sinsy is a free service that turns musical scores into synthesized singing vocals using DNN- and HMM-based methods.
Free planWebLinux
6.0Free plan
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17
Nova-Vox
Nova-Vox is a free, open-source vocal synthesizer for Windows that combines traditional methods with AI-driven techniques.
Free planWindows
5.8Free plan
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18
CeVIO AI
CeVIO AI is Windows software for synthesizing speech and singing for dialogue, narration, and songs.
Windows
5.7¥10,780 one-time
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19
NNSVS
NNSVS is an open-source library for creating neural network-based singing voice synthesis systems, designed for research.
LinuxmacOSWindows
5.7
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20
UtaiSynthesizer
UtaiSynthesizer is a free, open-source Windows DAW that turns written scores into singing vocals through voice-conversion models.
Windows
5.7
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21
DiffSinger
DiffSinger is a self-hosted singing voice synthesis system built around a shallow diffusion mechanism.
Free planSelf-hosted
5.6Free plan
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22
ENUNU
ENUNU is a Windows plugin for using NNSVS singing voice models within UTAU.
Windows
5.4
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23
VOCALO CHANGER PLUGIN
VOCALO CHANGER PLUGIN is a paid vocal-input plugin for Windows and macOS.
macOSWindows
5.3$180 one-time
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24
Synthesizer V Studio 2 Pro
Synthesizer V Studio 2 Pro is paid vocal-production software for macOS and Windows.
macOSWindows
4.8
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