For singing voice cloning, choose a tool that explicitly supports singing conversion or cloning: Voice-Swap is the strongest fit for a DAW workflow, while Applio suits developers who want a free, local voice-conversion suite. The other picks range from browser cover makers to a singing-style replication tool; their workflows and evidence for cloning differ, so match the tool to how you make vocals.
Best AI Voice Cloning Apps For Singing In 2026
| Rank | Tool | Best Fit | Price Information | Workflow |
|---|---|---|---|---|
| 1 | Voice-Swap | DAW-based singing production | Beginner: £6.99/month, billed monthly, 50 credits | VST/AU plugins, singing conversion, cloning |
| 2 | Applio | Free, technical voice conversion | Free | Desktop or self-hosted; real-time and uploaded audio |
| 3 | AI Song Cover | Cover creation with voice cloning | Free first 10 songs; $20/month plan also listed | Covers, voice cloning, music videos |
| 4 | Vocalize | Browser-based custom voice covers | Converter: $12.99/month | Audio, YouTube-link, and text-to-speech inputs |
| 5 | DDSP-SVC | Open-source singing voice conversion | Not stated | Personal-computer project; authorized training data required |
| 6 | VoiceDub Instant Dub | Quick conversion to a reference voice | Basic: $2.99, billed weekly | Browser; reference clip and source audio, link, text, or recording |
| 7 | Clony AI | Mobile covers using your own voice | Not stated | iOS and Android |
| 8 | VOCALOID6 | Replicating a singer’s style in a singing generator | $225 one-time, before tax; 31-day trial | Desktop singing generation and vocal-style replication |
1. Voice-Swap
Voice-Swap is the best fit here for producers who want singing voice conversion and cloning in a DAW workflow. Its VST and AU plugins connect conversion to a DAW, and the platform also includes stem separation and voiceover tools. 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, so check the license for the model you plan to use.
2. Applio
Applio is a free, cross-platform voice conversion suite for creators who want to work with custom models. It supports real-time and uploaded-audio conversion, model training and blending, batch inference, exports, TTS, and CLI automation. It runs natively on Windows, Linux, and macOS, or can be self-hosted. Its CLI and model-dependent workflows suit technical users; the project says it can be used, modified, and redistributed for personal, research, or commercial work. That does not establish rights to any voice model or source recording you use.
3. AI Song Cover
AI Song Cover explicitly combines covers and voice cloning, making it a direct option for creators whose target is a cover rather than a DAW plugin. Its site lists the first 10 songs as free forever, with no card or watermark, and a $20/month plan with 1,050 songs and 15 music videos per month. The site also states full commercial rights; read the platform’s terms for how that applies to your voice, source song, and intended release.
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4. Vocalize
Vocalize is a web-based cover and vocal-editing toolkit with custom voice cloning and RVC voice training. Its stated inputs include audio, YouTube links, and text-to-speech, and its Converter plan is $12.99 per month with unlimited generations and model uploads. The site offers 3 signup credits without requiring a card, but describes the ongoing service as having no free plan. Commercial use is restricted, so check its terms before publishing or monetizing a cover.
5. DDSP-SVC
DDSP-SVC is an open-source singing voice conversion project for personal computers. Its project notes lower training and synthesis hardware requirements than SO-VITS-SVC, with training speed close to RVC. That makes it a candidate for developers building a conversion workflow, rather than a turnkey hosted cover app. The project specifically says to train models only with legally obtained, authorized data.
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6. VoiceDub Instant Dub
VoiceDub Instant Dub is a zero-shot reference-voice converter: provide a source and a short clip of the voice you want, with no model training or clone setup first. Its page specifically describes one-off song covers, vocal isolation, instrumental remixing, and pitch adjustment. A practical workflow is to upload a short chorus and reference clip first, then assess the result before converting a full track; the vendor says short clips convert fastest. It runs in a browser on any device. Basic costs $2.99 billed weekly, and there is no free plan. This is reference-voice conversion, not evidence of a persistent trained clone.
7. Clony AI
Clony AI lets users clone their own voice and sing covers, and is available on iOS and Android. That makes it the clearest mobile-first pick in this group. The supplied product information does not establish its price, input requirements, or detailed cover controls; check the vendor’s site for those specifics before choosing it for a production workflow.
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8. VOCALOID6
VOCALOID6 is a desktop singing generator with VOCALO CHANGER, which can use imported vocal data to replicate a singing style as a VOCALOID voicebank. This is relevant when the goal is to carry a singer’s style into generated vocals, though it is distinct from the reference-clip cover-conversion workflow. It costs $225 one-time before tax and has a 31-day trial; the trial includes all features. It runs on Windows and macOS, and is not a browser tool.
Choose By Vocal Workflow
- For a DAW session: Start with Voice-Swap if plugin integration and singing conversion are central.
- For local or developer-led conversion: Compare Applio and DDSP-SVC; both involve model-dependent workflows, and DDSP-SVC calls for authorized training data.
- For a quick reference-voice cover: VoiceDub Instant Dub takes a reference clip without training; use a short chorus as the initial source.
- For a cover-focused web workflow: AI Song Cover and Vocalize both state cover and voice-cloning capabilities. Vocalize also identifies its inputs; AI Song Cover publishes a song allowance.
- For mobile use or generated vocals: Clony AI supports singing covers on iOS and Android; VOCALOID6 generates singing and can replicate a style from vocal data.
For a concrete first pass, use an authorized vocal recording of your own singing, prepare a short chorus, and choose a tool whose stated workflow accepts that source: upload it for conversion or use it as vocal data where the product describes style replication. For a reference-voice converter, supply a short reference clip as well. The listed product details do not establish support for particular genres, languages, audio formats, or every device configuration; check the vendor’s current requirements for those specifics.
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Voice Consent And Release Rights
Get the singer’s consent before cloning or converting their voice, and check each platform’s terms and the applicable voice license before releasing a cover or using it commercially. Voice-Swap makes commercial use dependent on the voice license; Vocalize restricts commercial use; AI Song Cover states full commercial rights. Those product statements do not establish permission to use someone else’s voice or underlying song. Spotify said in September 2025 that vocal impersonation is allowed only when the impersonated artist authorizes it, and in August 2026 announced an AI Persona badge for identities that may be AI-generated rather than real people. Spotify’s 2025 policy announcement · Spotify’s 2026 AI Persona announcement.
Quick Recap
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