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To clone a voice for singing with AI, record a clean, consented vocal, create or train a voice model in a singing-conversion tool, then convert a sung guide while keeping the original melody and timing. For a practical workflow, use LALAL.AI to prepare vocal and instrumental stems, then choose LyricToMelody AI, Altered Studio, Applio, Tunela, or UtaiSynthesizer according to your editing and deployment needs.
What A Singing Voice Clone Must Preserve
Singing conversion has different inputs from ordinary speech cloning. Your source performance carries notes, vibrato, timing, consonants, breaths, dynamics, and phrasing. A useful clone should change the vocal identity while retaining those musical decisions. Keep the guide vocal in the intended key and tempo, and render short test phrases before processing a full song.
Prepare Audio And Consent
- Get the singer’s explicit permission to record, train, convert, and publish the voice. Do not impersonate an artist without authorization.
- Record a dry vocal with steady microphone distance and minimal room noise. Capture the melody you want the converted performance to follow.
- Export the vocal and backing track separately. If you only have a finished mix, use LALAL.AI to separate vocals, instruments, drums, bass, guitars, piano, or other available stems. Its free Starter plan provides previews, a 200 MB per-file upload limit, and no full result downloads; batch processing is paid-only.
- Trim silence and remove obvious clicks before uploading. Keep a copy of the unprocessed guide so you can compare pitch, timing, and expression after conversion.
Choose A Voice-Cloning Workflow
| Tool | Best Fit For Singing | Relevant Capability | Plan Notes |
|---|---|---|---|
| LyricToMelody AI | Complete vocal arrangements | Custom singing-voice training from uploaded or recorded vocals; melody and sung drafts from lyrics or MIDI; MIDI, audio, and separate-stem exports | Free plan; paid from $10/mo annual. Commercial rights are included on paid plans. |
| Altered Studio | Real-time or performance-to-performance conversion | Speech-to-speech and performance-to-performance voice morphing, local voice cloning, and virtual microphone output | Free plan includes 3 minutes/month of voice morphing and an attribution license; paid plans from $30/mo annual. |
| Applio | Technical users wanting local control | Uploaded-audio and real-time conversion, custom model training, voice-model blending, batch inference, TTS, and CLI automation | Free and open-source. Commercial terms depend on the model and voice assets you use. |
| Tunela | Web-based singing conversion | Same-gender and cross-gender singing conversion, custom voices, stem separation, TTS, and video voice swapping | Free plan includes 2 conversions and 2 stem separations; paid plans from $10.99/mo with capped allowances. |
| UtaiSynthesizer | Windows users building a local cover workflow | Separation, RVC, SoVITS, synthesis, model training, node workflows, and multitrack timeline editing | Free and open source for Windows. Commercial use is restricted across some model weights. |
Step-By-Step: LyricToMelody AI
- Open the web application and start a project. The Free plan starts with 20 credits and retains starter projects for 7 days.
- Upload or record the singer’s authorized vocal material for custom singing-voice training.
- Import a MIDI guide or enter lyrics to generate a melody and sung vocal draft. Keep the guide phrase short while you check pronunciation, note lengths, and expression.
- Render the section with the trained voice, then export audio, MIDI, or separate stems for your DAW. Paid plans include commercial rights; confirm the current plan terms before release.
Step-By-Step: Performance Conversion
Altered Studio
- Load the authorized source performance and select local voice cloning or another permitted target voice.
- Use performance-to-performance morphing to retain the guide’s musical delivery. The directory does not establish a singing-specific model or export format, so verify that the current interface accepts your sung file and produces the format your DAW needs.
- For live monitoring, route the result through its virtual microphone output. The free plan allows 3 minutes of voice morphing per month and carries an attribution license.
Applio
- Install the Windows, macOS, or Linux build, or use its self-hosted deployment.
- Train a custom voice model from authorized recordings, then run uploaded-audio or real-time conversion on your sung guide.
- Use batch inference for multiple takes, blend voice models only when you have permission for every model, and automate repeatable renders with the CLI. Applio’s listing does not state a commercial license for every model, so check each model’s terms.
Tunela
- Upload the guide and choose a custom voice workflow in the web app.
- Test same-gender and cross-gender conversion on one verse before committing the whole song.
- Use its stem separation when you need to isolate the vocal, then export the conversion and inspect the short history window on the Free plan. The listing does not state commercial-use terms, so check Tunela’s current terms before publishing.
UtaiSynthesizer
- On Windows, import the vocal and instrumental material into the multitrack timeline.
- Train or load an RVC or SoVITS model, then run voice conversion on the sung take.
- Export WAV, FLAC, MP3, OGG, OPUS, or M4A as needed. Check the license for the specific model weights because commercial use is restricted for some of them.
Make The Converted Vocal Musical
- Compare the converted take against the guide one phrase at a time. Fix timing and note errors in the guide before retraining or converting again.
- Render verses and choruses separately when a long file produces inconsistent identity or expression.
- Keep breaths, doubles, and harmonies on separate tracks so you can rebalance them without changing the lead clone.
- Use the original singer’s permission for every voice model and source recording. Platform feature support and licensing can change, so verify the vendor’s current terms for your release.
Publishing And Attribution Checks
Spotify said vocal impersonation is allowed only when the impersonated artist has authorized it, and it supports DDEX AI disclosures in credits. Spotify also introduced an AI Persona badge for identities that may be AI-generated. Read the current Spotify policy report and its AI Persona announcement before distribution, then disclose AI use where your distributor or platform requires it.
Quick Recap
Bestseller No. 2
Bestseller No. 5
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Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.
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