For singing voice cloning, start with Voice-Swap if you work in a DAW, Vocalize for web-based covers and custom voices, or Applio if you want a free, cross-platform conversion suite. The right choice depends on whether you want to convert an existing vocal, make a cover with a cloned voice, or generate singing from lyrics and melody; those are different workflows.
Best AI Voice Cloning Apps For Singing At A Glance
| Rank | Tool | Best Fit | Platform Or Workflow | Price Or Free Access |
|---|---|---|---|---|
| 1 | Voice-Swap | DAW-based singing voice production | VST/AU plugins and singing conversion | From £6.99/mo |
| 2 | Vocalize | AI covers with custom voices | Web | 3 signup credits; plans from $12.99/mo |
| 3 | Applio | Free voice conversion and model training | Windows, macOS and Linux | Free |
| 4 | VoiceDub Instant Dub | One-off covers without training a model | Browser | From $2.99; billed weekly on Basic |
| 5 | AI Song Cover | Cover creation with voice cloning | Platform not stated | First 10 songs free; $20/mo plan listed |
| 6 | Clony AI | Singing covers in your own voice | iOS and Android | Not stated |
| 7 | VOCALOID6 | Replicating your singing style in a vocal-production workflow | Windows and macOS desktop software | $225 one time; 31-day trial |
| 8 | DDSP-SVC | Open-source singing voice conversion | Personal-computer project; platform details not stated | Open source; pricing not stated |
How To Choose A Singing Voice Cloning Tool
Singing conversion takes an existing vocal performance and changes its voice. A cover workflow applies a target voice to a song, while singing generation makes vocals from lyrics and melody. A tool that supports one workflow may not support the others. Before choosing, check whether it accepts your source—such as an isolated vocal, full mix, recording, text, or melody data—and whether it lets you use a voice you have permission to use.
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Singing also puts demands on a voice model that ordinary speech does not: sustained notes, pitch movement, vibrato, consonants timed to the beat, and changes in vocal intensity. Start with a short, clean chorus or vocal phrase, listen for unstable pitch and smeared syllables, then process a longer section if the result works. For example, you might convert a chorus you sang yourself into an authorized target voice, or train a model on your own permitted vocal recordings before converting a new take. Those are practical examples, not claims that every product accepts every input or includes model training; confirm the exact workflow with the vendor.
The Best AI Voice Cloning Apps For Singing
1. Voice-Swap — Best For DAW-Based Singing Production
Voice-Swap combines singing conversion and cloning with stem separation and voiceover tools. Its VST/AU plugins make it the clearest fit here for producers who want voice conversion in a DAW workflow. A practical starting point is to prepare a dry vocal take, convert a short chorus, then compare the phrasing and sustained notes before committing a full song. The supplied details do not establish supported genres, specific DAWs, or which plan includes each feature, so check those points on the vendor site.
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2. Vocalize — Best For Web-Based Covers And Custom Voices
Vocalize supports AI covers, custom voice cloning, and RVC voice training. Its listed inputs include audio, YouTube links, and text-to-speech, and its Converter plan lists unlimited generations and model uploads. The site says a new account receives 3 credits without entering a card. For a singing workflow, you could try a short vocal or link first, then decide whether you need a custom model. The supplied information does not establish genre coverage, upload limits outside the named plan, or commercial permissions for a particular voice; verify those on the vendor site.
3. Applio — Best Free Option For Model Training And Conversion
Applio is a free, cross-platform suite for uploaded-audio and real-time voice conversion, custom model training, and voice-model blending. Its workflow also includes batch inference, exports, text-to-speech, and command-line automation. For singing, a concrete route is to train a custom model from vocal material you are authorized to use, then convert a new sung take and review it phrase by phrase. Model quality and the steps required depend on the voice model and setup; the supplied details do not specify particular genres or hardware requirements. Applio’s own software is freely usable, modifiable, and redistributable, but that statement does not establish rights to a voice model or song you use with it.
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4. VoiceDub Instant Dub — Best For A Quick One-Off Cover
VoiceDub Instant Dub converts a source into a reference voice without first training a model. It accepts text, links, files, or recordings, can isolate vocals and remix instrumentals, and offers pitch adjustment. The vendor says most clips process in 30–60 seconds and specifically recommends trying a short clip, such as a chorus, before a full track. That makes it useful for a quick vocal-conversion draft; the supplied details do not establish a dedicated DAW plugin or native singing-model training.
5. AI Song Cover — Best For A Simple Cover-Creation Route
AI Song Cover lists covers, voice cloning, and music videos across its plans. Its site advertises the first 10 songs free with no card and no watermark, and a $20/mo plan with 15 music videos and 1,050 songs per month. It also advertises full commercial rights; read the current plan and voice terms to understand what that claim covers before publishing. The supplied details do not establish supported devices, voice-training controls, or genre-specific results, so check those specifics with the vendor.
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6. Clony AI — Best For Singing Covers On A Phone
Clony AI says it can clone your voice and sing covers with it, and is available on iOS and Android. That makes it the mobile-focused option in this list. A sensible first project is a brief cover using your own voice, followed by a check that the sung result preserves the melody and words. Pricing, supported audio inputs, and commercial terms are not established in the supplied details; check the vendor site before relying on them.
7. VOCALOID6 — Best For Turning Your Singing Style Into A Vocal Part
VOCALOID6 is a singing generator rather than a simple cover converter. Its VOCALO CHANGER can import vocal data to replicate your singing style as a VOCALOID voicebank, while the software generates expressive singing from melody and lyrics. The free trial includes all features for 31 days. This is a fit if you want to build a sung part from musical material and carry your own style into it; it is not described here as a one-click way to clone another singer from a finished song. The supplied details say it generates in three languages but do not name them, so check the vendor site for the language list and supported genres.
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8. DDSP-SVC — Best For Technical Users Exploring Singing Conversion
DDSP-SVC is an open-source singing voice conversion project for personal computers. Its project description says its training and synthesis have lower hardware requirements than SO-VITS-SVC and that training can be much faster, but it does not provide a specific device specification here. Consider it if you are comfortable following a software project and working with authorized voice data; the supplied details do not establish a polished app workflow, supported operating systems, or commercial terms for models and outputs.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Consent, Covers And Publishing
Use a voice model only when you have permission to use the voice recordings and identity it represents, and check the platform’s terms for the specific voice, cover, and intended use. Commercial-use rights vary: Voice-Swap says commercial use depends on the applicable voice license, Vocalize says commercial use is restricted, and AI Song Cover advertises full commercial rights. Read the relevant vendor terms rather than treating those short descriptions as a complete license. Spotify announced that it allows vocal impersonation only when the impersonated artist has authorized it, alongside AI disclosures in credits and measures against mass uploads and duplicates. Spotify’s September 2025 policy announcement describes those protections; its later AI Persona badge announcement describes labeling identities that may be AI-generated.
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