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LyricToMelody AI is the strongest all-round starting point for budget songwriters because it turns lyrics or MIDI into melodies and sung vocal drafts, then exports audio, MIDI and stems. Producers who need detailed piano-roll editing should look at Synthesizer V Studio 2 Pro, ACE Studio, VOCALOID6, VoiSona Song or Emvoice. For converting an existing performance, Tunela and IK Multimedia ReSing are more direct fits.

Quick Picks

Rank Tool Best For Starting Price Access
1 LyricToMelody AI Complete vocal arrangements Free; $10/mo annual Web
2 ACE Studio Cloning and MIDI generation Paid; price not stated Windows, macOS
3 Synthesizer V Studio 2 Pro Precise vocal editing Paid; price not stated Windows, macOS
4 VOCALOID6 Established multilingual production From $225 one-time Windows, macOS
5 VoiSona Song Editable vocal scores Free; voices from ¥880 Windows, macOS, iOS
6 Emvoice DAW-based composition Paid; price not stated Windows, macOS hosts
7 Tunela Affordable singing conversion Free; from $10.99/mo Web
8 IK Multimedia ReSing Local DAW voice transformation Free; paid from $129.99 one-time Windows, macOS
9 UtaiSynthesizer Free local Windows workflows Free and open source Windows
10 SoulX-Singer Research and voice-cloning experiments Free and open source Web, Linux self-hosted

Ranked AI Singing Voice Generators

1. LyricToMelody AI

LyricToMelody AI is the best fit when you want one workspace for a vocal idea and a production handoff. It generates melodies and sung drafts from lyrics or MIDI, supports custom singing-voice training from uploaded or recorded vocals, and exports MIDI, audio and separate stems for a DAW.

The free Starter plan includes 20 credits, requires no card and retains projects for seven days. Creator starts at $10 per month when billed annually, with 1,200 credits refreshed monthly and 30-day project retention. Commercial rights are included on paid plans. It is a web application, so use only voices you own or have permission to train and check the platform terms before releasing cloned vocals.

2. ACE Studio

ACE Studio combines AI singing generation, custom singing-voice cloning, vocal-to-MIDI conversion and editing. MIDI and lyrics can produce singing vocals, while separate-track rendering, stem splitting and DAW integration suit a fuller arrangement workflow.

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#1 Best Overall
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There is no free plan. The Artist plan provides 2,500 credits per month, one vocal-synth cloning slot and one voice-changer cloning slot; Artist Pro raises those allowances to 5,000 credits, five vocal-synth slots and ten voice-changer slots. Plans are billed yearly with rent-to-own access over two years. It runs on Windows and macOS, and licensing has voice- and feature-specific exceptions, so confirm the terms for the exact voice and use.

3. Synthesizer V Studio 2 Pro

Synthesizer V Studio 2 Pro is for producers who want to shape every note. Its controls cover pitch, timing, pronunciation, timbre and expression, with MIDI support and cross-lingual synthesis across six languages.

The one-time purchase includes one voice of your choice and standalone plus plug-in versions. A 14-day trial is available, but there is no perpetual free plan. Windows and macOS are supported through standalone, VST3, AU, AAX and ARA plug-ins. It does not provide voice cloning, so any performance identity comes from the available synthesis voices and their individual terms.

Rank #2
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4. VOCALOID6

VOCALOID6 suits established desktop production where multilingual singing and expression controls matter. It generates from melody and lyrics in three languages, supports vocal-style replication and harmony creation, and works with MIDI, VPR, WAV, VST3, AU and ARA2 workflows.

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The listed VOCALOID6 price is $225 before tax as a one-time purchase and includes 25 voices. There is no free plan, but a 31-day trial is listed. The software runs on Windows and macOS rather than in a browser. Review the terms for each included voice before commercial release, especially when using style-replication features.

5. VoiSona Song

VoiSona Song is a practical choice for editing an AI-sung part like a score. Its piano roll lets you adjust notes, lyrics, timing, pitch and expression, while MIDI and MusicXML connect with composition tools.

Rank #3
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  • Sleek 7-in-1 USB-C Hub: Features an HDMI port, two USB-A 3.0 ports, and a USB-C data port, each providing 5Gbps transfer speeds. It also includes a USB-C PD input port for charging up to 100W and dual SD and TF card slots, all in a compact design.
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The base offering has a free plan. Additional song voice libraries use monthly, annual or outright purchases; the listed starting price is Â¥880, with cost varying by library. It runs on Windows, macOS and iOS, with VSTi, Audio Units and standalone operation. Commercial use depends on VoiSona terms and each voice’s guidelines, so check both before publishing.

6. Emvoice

Emvoice targets composers who already work in a DAW and want editable vocal lines. You can control lyrics, phonemes, pronunciation, pitch, vibrato and timing, then use VST2, VST3, AU or AAX formats in supported hosts including Logic Pro, Ableton Live, Studio One, REAPER, Bitwig, Cubase, FL Studio and Pro Tools.

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Emvoice is paid, with no listed price in the supplied product details. Vocal rendering requires an internet connection, and the supported host systems are Windows and macOS. Commercial use is allowed, including original content made in demo mode. Voice-specific restrictions can still apply, so read the current terms before using a recognizable voice or a cover.

Rank #4
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7. Tunela

Tunela is the budget pick for converting a performed vocal rather than programming every note. It supports same-gender and cross-gender singing conversion and adds stem separation, text-to-speech and video voice swapping in a web workflow.

The free plan includes two conversions, two stem separations, three TTS generations, one video swap and 24-hour history access. Starter begins at $10.99 per month, with capped monthly allowances. Free access is limited, and the service is web-only. Obtain consent for any source or target voice and check Tunela’s terms for releases, covers and commercial use.

8. IK Multimedia ReSing

IK Multimedia ReSing creates custom voice models locally and lets you shape timbre, phonetics, expression, transpose and stacked parts. It works standalone or as a plug-in with five named DAWs, making it useful when the vocal transformation must stay inside a production setup.

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ReSing Free includes two voices, two instruments and one RVC import. Paid plans are listed from $129.99 as a one-time purchase, and advanced tiers have model and import limits. Windows and macOS are supported. Train or import only voices you have permission to use, then verify the applicable model and product terms for commercial distribution.

9. UtaiSynthesizer

UtaiSynthesizer is a free, open-source Windows workstation that combines separation, RVC, SoVITS, synthesis and model training. Node workflows and a multitrack timeline support local projects, with exports including WAV, FLAC, MP3, OGG, OPUS and M4A.

Its local processing avoids a subscription, but you manage models and hardware on the computer. Windows is the only listed platform. Commercial use is restricted across some model weights, so inspect the license for every model before releasing a song. Use recorded or uploaded vocals only with the performer’s consent.

10. SoulX-Singer

SoulX-Singer is aimed at researchers and advanced users exploring singing synthesis. It offers zero-shot synthesis for unseen singers with melody or MIDI conditioning, timbre cloning, cross-lingual synthesis, singing conversion, lyric editing, vocal extraction, dereverberation and MIDI workflows.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

The project is free and open source, with web and Linux self-hosted deployment. Its multilingual synthesis covers Mandarin, English and Cantonese, and the listed facts mark commercial use as allowed. Local control and model handling still require technical setup; use only voices you have consent to clone and check the project’s current license and model terms.

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How To Choose For Your Budget

  • Starting from lyrics: Choose LyricToMelody AI for a web-based draft and DAW exports, or use ACE Studio when cloning and MIDI generation are priorities.
  • Editing every note: Synthesizer V Studio 2 Pro, VoiSona Song and Emvoice provide the clearest note, lyric and expression controls.
  • Working from an existing performance: Tunela converts singing in the browser; ReSing keeps custom voice models local on Windows or macOS.
  • Keeping costs at zero: UtaiSynthesizer and SoulX-Singer are open-source choices, while LyricToMelody AI, Tunela and ReSing offer free entry tiers with stated limits.
  • Needing a long-established desktop ecosystem: VOCALOID6 offers a one-time purchase with 25 voices and broad plug-in formats.

Voice Rights And Release Checks

Voice cloning and conversion require permission from the person whose voice is recorded, uploaded or modeled. A tool’s free access does not automatically grant commercial rights: LyricToMelody AI lists commercial rights on paid plans, Emvoice allows commercial use including original demo-mode content, SoulX-Singer lists commercial use as allowed, and UtaiSynthesizer notes restrictions for some model weights. For every other platform, check the current product terms and the specific voice or model guidelines before publishing, monetizing or distributing a cover.