AI MUSIC DETECTION
Know what’s actually real.
Drop in any track and Beatdapp tells you whether it was made by a human or a machine — with an AI score and the generator behind it.
SOC 2 Type II
Files never shared
GDPR Compliant
TRACK SCAN
Scanned Track • 2m 48s
WAVEFORM
AI SCORE
92
LIKELY SOURCE
Suno AI
HOW IT WORKS
From upload to verdict in three steps.
01
Upload a track
Drag in a WAV or MP3. Nothing is published — files are analyzed privately and never shared.
02
We analyze the signal
Beatdapp decomposes the audio into spectral, vocal, and timing features and compares them against known generative fingerprints.
03
Get a clear verdict
A human-or-machine verdict with the generator behind it.
FAQ
Frequently Asked Questions
Our AI music detection engine compares the tracks you upload with a broad cross-section of examples taken from known AI music generators. The results of these comparisons are interpreted by heuristic algorithms that produce the final predictions you receive.
The score is a prediction between 0 and 100, representing the likelihood of AI content being present in your track. Scores near zero mean that your track doesn't look like AI at all. Scores near 100 mean your track has the definitive appearance of being AI. Scores in between reflect a range of proportion, prominence, and recognition of AI content.
If it appears to be AI, your track is compared against the characteristics of songs made by a long list of popular AI music generators. When your track is made by an unknown generator, there's a good chance we will still be able to tell it's AI, even if we can't tell which generator made it.
The AI music scene is changing all the time, and we want to build our awareness at every opportunity. If you think we got something wrong, please contact us! Tell us what you know about the music you sent us, and why you suspect we made a mistake.
Our goal is to identify AI content no matter how much (or how little) is in the tracks you upload. Future releases will allow you to inspect when AI content is prominent (i.e., at what times in the track) and where it can be found (in the vocals, instruments, or the entire track). These will equip you with an even more detailed understanding of how AI content appears in your music.
We built our engine from the ground up with better resolution and musical awareness compared to other state-of-the-art methods. We go beyond memorizing artifacts to study what is essential about human-made music. We are transparent, flexible, and ready to grow as the role of AI in music evolves in the coming months and years.
Ready to know what’s real?
Create an account and start screening your catalog in minutes.