Creator Music Prompts flagship beta
Make the record more creator-authored, not merely less detectable.
Human Signal Lab combines local audio preflight, production reconstruction, provenance documentation, perceptual review, third-party detector benchmarking, and a prioritized action plan.
Drop in a WAV, FLAC, AIFF, MP3, or M4A
Browser analysis only. The file is decoded locally and is not uploaded by this tool.
Technical Preflight
Browser-based file and signal QC. Not certified LUFS or true peak.
Artist Contribution
How much of the audible production has been newly performed, rebuilt, or authored.
Reconstruction Readiness
Whether the song is mapped and prepared for disciplined DAW reconstruction.
Provenance Readiness
Whether prompts, sessions, takes, revisions, rights, and disclosure are documented.
Step 1
Document what you actually changed.
These scores are based on concrete production work, not claims about whether a classifier can recognize a generator.
Artist Contribution
Check only changes completed in the final audible production.
Reconstruction Readiness
Map the song before replacing random pieces.
Provenance Readiness
Retain evidence that accurately describes the creative process.
Step 2
Perceptual AI-tell review
Rate what you hear. The action plan prioritizes severe, identity-bearing problems before mastering or surface processing.
Vocal identity
ClearPhrase endings, consonants, breaths, vowel stability, vibrato, doubles, and emotional consistency.
Rhythm and performance
ClearVelocity hierarchy, microtiming, fills, ghost hits, groove variation, and physical drum attack.
Timbre and sound design
ClearFused layers, unstable instruments, smeared highs, shared texture, and weak separation between core sounds.
Arrangement intentionality
ClearRepeated sections, predictable eight-bar changes, generic transitions, identical drops, and weak development.
Generated ambience
ClearContinuous reverb fog, unrelated tails, shared noise across stems, and transitions embedded in the mix.
Lyric specificity
ClearAbstract emotional clichés, repeated concepts, forced rhymes, generic imagery, and every line carrying equal weight.
Step 3
Priority reconstruction plan
Priority 1
Replace or record the lead vocal
A newly performed vocal creates the clearest ownership, phrasing, and emotional evidence.
Retain: Raw takes, comps, tuning versions, and final vocal stems.
Priority 2
Rebuild the primary musical stack
Recreating the hook-bearing layers changes the acoustic identity of the song.
Retain: MIDI, presets, stems, and sound-design notes.
Priority 3
Rebuild drums from individual parts
New samples, velocity, timing, and fills create a traceable groove rather than a polished inherited drum bed.
Retain: Drum MIDI, sample list, groove settings, and revisions.
Priority 4
Recreate bass and sub
The low-end articulation defines the record and is difficult to repair only at mastering.
Retain: Bass MIDI, patch settings, resamples, and sidechain routing.
Priority 5
Create a materially new arrangement
New section lengths, transitions, and variations establish intentional development.
Retain: Section map and dated arrangement bounces.
Priority 6
Replace baked-in effects and transitions
Independent effects remove shared ambience and make the mix controllable.
Retain: Dry stems, return settings, and original transition assets.
Priority 7
Build the reconstruction map
A section-by-section plan prevents random polishing and prioritizes the layers that carry the song's identity.
Retain: Section markers, replacement list, and revision order.
Priority 8
Save dated DAW revisions
Version history proves the sequence of production changes and protects recoverability.
Retain: Project files and dated exports.
Detector desk
Record outside results without surrendering judgment.
Paste probabilities, classifications, confidence, attribution, or forensic notes. The lab preserves them as separate evidence and never converts them into one “truth” score.
Integrated workflow
One product layer across the current tool landscape.
Detection benchmarks
Use as probabilistic evidence. Never treat one score as proof of authorship.
Reconstruction tools
Replace exposed generated layers, rebuild performances, and create a documented DAW session.
Mix and QC tools
Validate release quality after reconstruction. Mastering alone is not authorship transformation.
Export the evidence
Keep the report with the project.
The report includes local metrics, all four scores, perceptual concerns, detector notes, the action plan, checklists, and the required interpretation language.
What this does not do
It does not certify human authorship, guarantee acceptance, remove watermarks, conceal AI use, impersonate a performer, or promise to beat a detector. It helps creators rebuild, document, review, and release more responsibly.
Privacy and accuracy
Local audio metrics are estimates derived in your browser. Confirm final LUFS, true peak, phase, and mastering decisions in professional tools. Any third-party detector results you enter are stored only in the current page state unless you export the report.