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Reverse-engineer music prompts

AI Music Analyzer

Upload audio, detect BPM and note material locally, then turn the metrics into a MusicMake prompt, tags, and generation settings.

BPM and beat estimateReverse promptOptional MIDI draft
AI music analyzer workspace
Analysis status

Upload an audio file to start.

Audio read
No file yet
Waveform preview appears after upload.
No stable MIDI draft detected yet.
Reverse-engineered prompt
Upload audio to generate a MusicMake prompt draft.

Browser-side audio read

Decode and inspect the audio locally before any prompt is generated.

Prompt reverse layer

Turn structured metrics into a copy-ready MusicMake prompt.

MIDI-ready output

Use the detected note draft as supporting material, not the main output.

From uploaded audio to usable music insight

Keep measurable audio work in the browser, then use AI where it helps: drafting a prompt.

Start with a track

Upload a song, stem, demo, or voice memo directly in the tool page.

Extract measurable signals

Estimate rhythm, note material, pitch range, energy, and waveform shape.

Turn it into a prompt

Get a prompt, tags, negative prompt, and generation settings.

How it works

Analyze measurable audio signals first, then let AI turn them into a prompt.

1
Step 1

Upload audio

Choose an MP3, WAV, FLAC, M4A, or another audio file your browser can decode.

2
Step 2

Analyze locally

The page detects tempo, beats, waveform shape, and note material in the browser.

3
Step 3

Reverse the prompt

Only the small structured analysis JSON is sent to the server so an LLM can draft a practical MusicMake prompt.

Built for grounded analysis

The prompt is constrained by detected facts instead of open-ended guessing.

Music analysis should lead to a usable prompt

A useful analyzer does more than print BPM. This page connects measurable audio signals with a copy-ready MusicMake prompt, style tags, negative prompt, and optional MIDI draft so creators can turn a reference track into a new generation direction.

Why prompt reversal uses structured audio data

The first version does not send the raw file to the LLM. The browser extracts a compact set of signals first, then the server-side model writes a prompt from those facts. This keeps the prompt grounded and helps avoid unsupported claims about key, chords, lyrics, or instruments.

Best for stems, melodies, hooks, and demos

Dense finished songs can still produce useful rhythm and energy reads, but isolated musical parts usually create cleaner note material. If you want a stronger reverse prompt or MIDI draft, upload a lead line, vocal hook, piano phrase, or separated stem.

Privacy-aware MVP boundary
MP3WAVFLACM4AOGGWebM

Raw audio is decoded locally. The prompt route receives only a compact metrics JSON, not the original file.

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Everything You Need to Create

Text to music is just the start. Explore our full AI music generator toolkit.

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Find the best AI music generator

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Describe a feeling, get matching music.

AI Music Analyzer FAQ

Common questions about browser analysis and reverse-engineered prompts.

1

Does the AI music analyzer upload my audio file?

No. The MVP analyzes audio in your browser. The server only receives compact metrics such as tempo, beats, note count, pitch range, and energy summary to draft the prompt.
2

What can it reverse-engineer today?

It can turn estimated BPM, total beats, waveform shape, note count, pitch range, melody density, and energy into a copy-ready prompt, tags, and negative prompt.
3

Can it recover the exact original prompt?

No. The first version creates a practical similar-direction prompt. It is instructed not to invent exact chords, key, lyrics, instruments, or separated stems when those signals are not available.
4

What files work best?

Clear vocals, lead melodies, stems, piano phrases, and instrumental hooks usually produce cleaner note analysis than dense full-mix songs.

Still have questions?

Start Creating

Turn the reference into your next prompt

Use the reverse-engineered prompt, detected tempo, and optional MIDI draft as a starting point for generating, remixing, or extending.

Try the analyzerOpen MIDI Editor
Use case
Songs, background music, hooks
Speed
From prompt to download in minutes
Rights
Built for creator-friendly publishing
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