Complete AI Training

AI app for creatives · no coding needed

Managed AI vocal production workbench

Reduce vocal production cycles while keeping the artist's voice and intent.

Made for: Independent artists, producers and small studios producing vocal tracks

What Managed AI vocal production workbench looks like
Open the demo For members · a working demo with sample data

What it does for you

The problem

Vocal production is split across several rented tools, so takes, voice models, licences and revisions live in different places.

What it gives you

Artist-approved vocal stems and a rights record

What you give it

Licensed lyricsmelodyreference audiovoice recordingssession constraints

Build your own version of Soundful, ACE Studio and more

One app with what these 7 AI tools do, yours to keep and change: Soundful, ACE Studio, Revocalize AI, Vocalist.ai, Kits AI, Vocaloid, MyVocal.ai.

Everything these tools do, in one app

  • AI vocal synthesis Generates realistic singing or rapping vocals from input like melody, lyrics, or audio.Found in Soundful, Revocalize AI, Vocalist.ai and 3 more
  • Voice cloning Creates a personalized AI voice model from a user's recorded voice.Found in Kits AI, Vocaloid, MyVocal.ai
  • Text-to-speech/singing Converts written text into spoken or sung audio.Found in Vocaloid, MyVocal.ai
  • Pitch correction Automatically adjusts vocal pitch to improve accuracy and polish.Found in Vocalist.ai
  • Vocal expression editing Provides tools to adjust accents, vibrato, rhythmic feel, and other expressive details.Found in Revocalize AI
  • Vocal modes Offers selectable singing styles like chest, belt, or breathy.Found in Soundful
  • Tone shift Changes the overall tonal quality of the generated voice.Found in Soundful
  • Microtonal adjustments Allows fine-tuning of pitch in small increments for precise intonation.Found in Soundful
  • Multilingual support Enables singing or speech in multiple languages.Found in Soundful, Revocalize AI, Vocaloid and 1 more
  • Emotion recognition Adds emotional expression to synthesized vocals based on input.Found in Vocaloid, MyVocal.ai
  • Voice changer Dynamically alters a voice to sound like a different singer or style.Found in Revocalize AI
  • Vocal layering Creates rich vocal textures through doubling and layered harmonies.Found in Revocalize AI
  • AI retakes Generates alternative vocal takes automatically.Found in Soundful
  • Isolated aspiration output Outputs breath sounds separately for detailed control.Found in Soundful
  • DAW integration Works as a plugin within digital audio workstations via formats like VST3, AU, AAX, ARA, or ARA2.Found in Soundful, Revocalize AI
  • Unlimited tracks Allows an unrestricted number of vocal tracks in a project.Found in Soundful
  • MIDI keyboard support Lets users input melodies or control parameters with a MIDI keyboard.Found in Soundful
  • Built-in metronome Provides a click track to help keep time during recording or editing.Found in Soundful
  • Voice library Offers a selection of pre-made voicebanks or vocalist models to choose from.Found in Revocalize AI, Vocalist.ai, Kits AI
  • Model training Enables users to train their own AI voice models, sometimes with one-click or file upload.Found in Kits AI
  • Commercial use licensing Specifies terms for releasing music commercially with generated voices, including royalty-free options.Found in Vocalist.ai, Kits AI
  • Data security Provides clear policies and protections for user data and recordings.Found in Vocaloid, MyVocal.ai

How it works, step by step

  1. Generate singing or rapping vocals from melody, lyrics or audio
  2. Clone a voice from consented recordings
  3. Convert written text into sung or spoken audio
  4. Correct pitch automatically
  5. Edit accents, vibrato and rhythmic feel
  6. Select chest, belt or breathy vocal modes
  7. Shift overall tone
  8. Apply microtonal pitch adjustments
  9. Produce vocals in multiple languages
  10. Add emotional expression from input
  11. Change a voice to another singer or style
  12. Layer doubles and harmonies
  13. Generate alternative takes
  14. Output isolated breath sounds
  15. Run inside a DAW via VST3, AU, AAX or ARA
  16. Support unlimited tracks, MIDI input and a built-in metronome
  17. Offer a voice library and one-click model training
  18. Record commercial-use terms and data protections
  19. Compare the reviewed result with the recorded baseline and value assumptions
  20. Capture corrections and named-owner approval before consequential use
  21. Export versioned artist-approved vocal stems and a rights record with source references and unresolved questions

Build it yourself with your AI system

Build this app yourself, no coding needed

Start with a quick version you can try in a few minutes. Like it? Then build the full app by copying and pasting our step-by-step instructions: everything is prepared for you.

Sign in to see how to build it yourself

Build a quick version to try, or get the full app pack for Managed AI vocal production workbench with the step-by-step building instructions. You don't need any technical skills: you copy, paste and answer a few questions. Both are included in the membership.

Sign in Become a member

4 Have it built for you days to a few weeks

Rather not do it yourself, or want it fully tailored to your data, your way of working and your brand? Nexibeo builds Managed AI vocal production workbench with you.

Have Nexibeo build it

What's in the app pack

Included in the Complete AI Training membership.

  • The building instructions your AI follows, step by step
  • The questions your AI will ask you about your business before it starts
  • A clickable demo you can open in your browser, to see how it should work
  • A detailed blueprint of the screens, the information it keeps and the checks it runs

Become a member to get the app packAlready a member? Sign in

The files, for the technically curious
  • START-HERE.mdHow to build it with your own AI (read first)3 KB
  • README.mdOverview and links4 KB
  • questions.mdQuestions to answer before you build3 KB
  • prompt-cloudflare.mdThe full build prompt, hosted on Cloudflare25 KB
  • prompt-vps.mdThe same build on your own server (Docker)25 KB
  • spec.jsonData model, API, AI pipeline, acceptance criteria13 KB
  • demo/index.htmlThe working demo on sample data192 KB

Questions

Do I need to know how to code?

No. You copy and paste the prompts on this page into ChatGPT or Claude, and the AI does the building. When it asks you something, you answer in your own words.

What does it cost?

The quick version, the app pack and the step-by-step instructions are for members: you pay the membership price, not a price per app (see the plans). Building the full app uses your own ChatGPT or Claude subscription. Putting it online is often cheap or no cost at the start, and your AI tells you before anything costs money.

How long does it take?

The quick version: about two minutes. The real app: an afternoon for a first version you can use, longer if you want every feature.

Can I change it to fit my business?

Yes. Tell your AI what to change in plain words, like “add a column for the price” or “use our logo and colours”. Or have Nexibeo build and customise it for you.

More detailsHow the AI works, safeguards and what to build first

Reduce vocal production cycles while keeping the artist's voice and intent. For independent artists, producers and small studios producing vocal tracks, convert licensed lyrics, melody, reference audio, voice recordings and session constraints into artist-approved vocal stems and a rights record. The benefit is a testable hypothesis, measured through accepted vocal stems per production hour and corrections after mix approval; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect licensed lyrics, melody, reference audio, voice recordings and session constraints, then follow this sequence: 1. Generate singing or rapping vocals from melody, lyrics or audio. 2. Clone a voice from consented recordings. 3. Correct pitch and edit expression. Resolve uncertain cases with qualified reviewers, approve artist-approved vocal stems and a rights record, and measure accepted vocal stems per production hour and corrections after mix approval against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One fixed sample rate and licensed voice set; final mix and release checks remain human. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve artist voice, source attribution, lyric accuracy and usage permissions. Artists approve substantive changes and release scope. One fixed sample rate and licensed voice set; final mix and release checks remain human. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One fixed sample rate and licensed voice set; final mix and release checks remain human. Implement one approved input format, a bounded representative case set and the first two task modules: generate singing or rapping vocals from melody, lyrics or audio; clone a voice from consented recordings. Support the remaining modules with operator review: correct pitch and edit expression. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Artist-owned recordings, authorized reference tracks and permitted sample sources. Cloud audio storage, DAW plugin formats and distribution destinations. Start with file exchange and validate destination specifications before promising direct distribution. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Session brief and references, Editable vocal production preview, Client proof and delivery. Use a thumbnail gallery for sessions, a large central editing canvas, and a right-hand panel for references, constraints and comments. Let users compare takes side by side. Display draft, changes requested and approved states. Provide a client preview link with comments anchored to the relevant stem. Make the task-specific outcome artist-approved vocal stems and a rights record visible beside its evidence, review state and value baseline.