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Instead of NEUTRINO

NEUTRINO alternatives

NEUTRINO turns lyrics and melody into synthesized singing, estimating timing, pitch, voice quality, and breathiness from sheet music before a vocoder produces the voice. Muon adds voice retakes and adjustable quality and processing speed, with advanced, standard, and elements modes. It runs on Linux, macOS, Windows, and the web, and is free for general music and audio production. The project says its models learn from permitted vocalist recordings and public-institution audio, not existing pretrained models.

  1. 1

    Revocalize AI

    Free plan AndroidAPIExtension+6

    Voice conversion and music production across DAWs — Revocalize AI adds input-voice conversion, custom voice models, a VST plugin, and an API that includes text-to-singing.

    7.3 Free plan · paid from $9/mo Visit site
  2. 2

    Kits AI

    Free plan APIWebWindows

    Voice tools, stem work, and DAW workflows — Kits AI adds voice cloning, vocal removal, stem splitting, mastering, and a desktop app for DAW workflows.

    7.3 Free plan · paid from $10/mo Visit site
  3. 3

    SoulX-Singer

    Free plan LinuxSelf-hostedWeb

    Open-source synthesis and unseen-singer voices — SoulX-Singer adds zero-shot singing voices, voice conversion, singer-timbre cloning, and MIDI metadata editing.

    7.0 Open source Visit site
  4. 4

    VoiSona Song

    Free plan iPhoneMacWindows

    Score-based singing with detailed vocal editing — VoiSona Song adds piano-roll, MIDI, and MusicXML input plus phoneme, pitch, vibrato, and voice-quality editing.

    6.8 Free plan Visit site
  5. 5

    Audimee

    Free plan APIWeb

    Converting vocals into library or custom voices — Audimee converts vocal recordings into voice models and adds isolation, harmony tracks, and mixed voices.

    7.4 From $9/mo Visit site
  6. 6

    LyricToMelody AI

    Free plan Web

    Turning lyrics into melody drafts and editable MIDI — LyricToMelody AI starts from lyrics or musical ideas and generates melody drafts, vocal demos, and editable MIDI.

    7.0 Free plan · paid from $10/mo (annual) Visit site
  7. 7

    SightSinger

    Free plan AndroidiPhoneMac+1

    Choir rehearsal demos from MusicXML scores — SightSinger turns MusicXML into singing demos through chat and adds choir references, score highlighting, and solfege.

    7.2 Free plan · paid from $6/mo Visit site
  8. 8

    DiffSinger

    Free plan Self-hosted
    7.2 Open source Visit site
  9. 9

    Musicful

    by Musicful
    Free plan AndroidAPIiPhone+1
    7.1 Free plan Visit site
  10. 10

    Emvoice

    Free plan MacWindows
  11. 11

    NNSVS

    Free plan LinuxMacWindows
    6.9 Free plan Visit site
  12. 12

    Nova-Vox

    Free plan Windows
    6.9 Free plan Visit site
  13. 13

    Sinsy

    Free plan LinuxWeb
    6.9 Free plan Visit site
  14. 14

    ENUNU

    Free plan Windows
    6.8 Open source Visit site
  15. 15

    Tunela

    Free plan Web
    6.7 Free plan · paid from $10.99/mo Visit site
  16. 16

    Vocalize

    Free plan APIWeb
    6.7 From $12.99/mo Visit site
  17. 17

    UtaiSynthesizer

    Free plan Windows
    6.3 Open source Visit site
  18. 18

    HATSUNE MIKU NT

    Free trial MacWindows
    6.1 From 19,800 JPY · 39-day trial Visit site
  19. 19

    ACE Studio

    Paid MacWindows
  20. 20

    CeVIO AI

    Paid Windows
  21. 21

    VOCALOID6

    Free trial MacWindows
    5.6 From $180 · 31-day trial Visit site
  22. 22

    Voice-Swap

    Paid MacWebWindows
    5.2 From £6.99/mo Visit site
  23. 23

    Synthesizer V Studio 2 Pro

    Paid MacWindows
    4.6 14-day trial Visit site
  24. 24

    VOCALO CHANGER PLUGIN

    Paid MacWindows
    4.3 From $180 · 31-day trial Visit site

Alternatives may fit better if you want to transform recorded vocals, create custom voice models, isolate audio, or work directly in a DAW or mobile app. NEUTRINO does not accept vocal input or clone voices, and users cannot create their own voice libraries with its released framework. Its generated audio can be used in ordinary music production, while embedding the software or using audio inside an application requires separate permission; character-specific terms also vary. When comparing options, weigh score-based synthesis against audio conversion, the editing and export workflow you need, platform availability, and whether free access or paid plans suit your use.

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