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For singing voice cloning, start with Voice-Swap if you work in a DAW, Vocalize or AI Song Cover for browser-based covers, and Applio or DDSP-SVC if you want to train models yourself. VoiceDub Instant Dub converts a song using a short voice reference without training a clone first; Clony AI offers phone-based voice cloning and cover singing. These differ in how they create or use a voice model, so choose based on whether you need a repeatable voice, a quick cover, or hands-on model control.
Best AI Voice Cloning Apps For Singing In 2026
| Tool | Workflow | Starting price or access |
|---|---|---|
| Voice-Swap | DAW-based singing conversion and voice models | Beginner: £6.99 per month, billed monthly, 50 credits |
| Vocalize | Web-based covers and custom voice models | Converter: $12.99 per month; its site also advertises $9.99 and unlimited generations, so check current plan terms |
| AI Song Cover | Web-based covers, cloning, and music videos | First 10 songs free; $20 per month plan lists 1,050 songs and 15 music videos per month |
| Applio | Desktop or cloud voice conversion and model training | Free |
| DDSP-SVC | Open-source singing voice conversion and model training | Free project; setup requirements are not stated |
| VoiceDub Instant Dub | Browser conversion from a short voice reference | Basic: $2.99, billed weekly, five dubs and one cloned voice per week |
| Clony AI | Mobile voice cloning and cover singing | Not stated |
1. Voice-Swap: Best For A DAW Singing Workflow
Voice-Swap combines singing conversion and voice cloning with VST and AU plugins, so it suits producers who want voice work in a DAW. Its tools also include stem separation and voiceover features, and its licensed voice models have rights management and access controls. The Beginner plan is £6.99 per month billed monthly for 50 credits; there is no free plan. Commercial use depends on the applicable voice license, and higher-tier Ultimate pricing is substantially higher than entry plans. Check the vendor’s site for current plan and license details.
2. Vocalize: Best For Browser-Based Custom Voice Covers
Vocalize is a web toolkit for AI covers, voice cloning, RVC voice training, and vocal editing. It accepts audio, YouTube links, and text-to-speech inputs; the site also says sign-up includes three credits without a card. Its Converter plan lists unlimited generations and model uploads at $12.99 per month, while the site also displays $9.99 alongside unlimited generations. Confirm the current price before subscribing. It is web-only, has no ongoing free plan, and commercial use is restricted; check its terms before using a voice or releasing a cover.
3. AI Song Cover: Best For A Simple Cover-To-Video Route
AI Song Cover puts covers, voice cloning, and music videos in every plan. Its site advertises the first 10 songs free with no card or watermark, and a $20-per-month plan with 1,050 songs and 15 music videos per month. It also claims full commercial rights; check the platform’s current terms and the rights for the voice you use before publishing. Its claims establish cover and cloning support, but do not establish a particular genre, input workflow, or device app, so check those details on the vendor site.
#1 Best Overall
4. Applio: Best Free Option For Model Training And Control
Applio is a free, cross-platform voice conversion suite for Windows, Linux, and macOS. It supports AI covers, custom voice model training, real-time conversion, and uploaded audio, speech, or microphone input; the project says it can run on your machine or in the cloud. It also supports model blending, batch inference, exports, text-to-speech, and CLI automation. Its lack of integrations and model-dependent workflows make it a better fit for technically comfortable creators than anyone seeking a one-click singing app. The project permits free use, modification, and redistribution, including commercial work; that permission for the software does not establish rights to a voice model or recording.
5. DDSP-SVC: Best Open-Source Project For Singing Conversion
DDSP-SVC is an open-source singing voice conversion project intended as free AI voice changer software for personal computers. Its project describes lower training and synthesis hardware requirements than SO-VITS-SVC, with training speed close to RVC; it does not specify a supported operating system, user interface, or ready-made phone workflow here. Follow the project’s instruction to train models only with legally obtained, authorized data, and check the repository for setup details and terms.
Rank #2
- Ideal for Gifting
- Ideal for a bookworm
- Compact for travelling
6. VoiceDub Instant Dub: Best For A One-Off Voice Reference
VoiceDub Instant Dub is useful when you want to convert a song into a reference voice without training a model first. Provide a source such as an upload or recording plus a short reference clip; it runs in a browser on any device, and the vendor says short clips convert fastest, making a chorus a practical first pass. It can also isolate vocals, remix instrumentals, and adjust pitch. There is no free plan; Basic costs $2.99 billed weekly and includes five dubs and one cloned voice per week. Higher-volume plans have monthly dub and cloned-voice caps. Check the vendor’s terms and obtain permission for the reference voice.
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Clony AI says it can clone your voice in 30 seconds, sing covers with your own voice, and is available on iOS and Android. That makes it the clearest phone-first option in this group. Its listed information does not establish pricing, plan limits, supported languages, or commercial-use terms; check its site and terms before uploading audio or sharing a cover.
How To Choose A Singing Voice Cloner
Singing conversion has a different job from ordinary speech cloning: the source carries melody, timing, and vocal performance, and the output needs to preserve the song while changing the voice. The options above cover different parts of that workflow. DAW users can start with Voice-Swap; browser cover makers can compare Vocalize and AI Song Cover; model builders can look at Applio or DDSP-SVC; and a short reference-based conversion can be tried with VoiceDub Instant Dub. For phone use, Clony AI states iOS and Android availability.
- Choose a short section with a clear melody, such as a chorus, and use audio you have permission to process.
- Decide whether you need to reuse a trained voice model or just convert one clip from a reference. VoiceDub Instant Dub describes the latter; Applio, Vocalize, and Voice-Swap describe model training or cloning workflows.
- Check the vendor’s stated inputs and device support before preparing files. Do not assume a named genre, language, or platform is supported unless the vendor says so.
- Before sharing or monetizing the result, confirm both the voice model’s license and the platform’s current terms. Spotify has said vocal impersonation is allowed only when the impersonated artist has authorized it; its policy also addresses AI disclosures and spam uploads. Read the policy announcement.
Voice Consent And Release Terms
Use your own voice or get permission from the person whose voice is being cloned or referenced. A tool’s permission for commercial software use does not automatically grant permission to imitate a person or use a song. Voice-Swap says commercial use depends on the applicable voice license; Vocalize restricts commercial use; AI Song Cover advertises full commercial rights, which should still be checked against its current terms. For every other option here, review its own voice and release terms before distribution.
Quick Recap
Best Value
- It can be a gift option
- Comes with secure packaging
- Helpful in various ways
Rank #4
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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