AI Music Detector: Check if a Song was Made by AI
Upload a track to analyse for signs of artificial intelligence generation
Experimental Tool — Results are indicative, not definitive
Drop Your Track Here
MP3 · WAV · FLAC · OGG · AAC
Max file size: 50 MB
Analysing audio...
Decoding file
AI Generation Probability
Confidence: –
Analysis Breakdown
Human musicians have natural micro-timing variations. AI tends to be more metrically perfect.
AI can produce unnaturally uniform frequency patterns across the track.
AI-generated music often has distinct compression and loudness characteristics.
Analyses breath sounds, pitch transitions and formant naturalness.
AI tends toward certain structural repetitions and exact segment copies.
⚠ Experimental Tool
This analysis is based on audio characteristics that research suggests may differ between human and AI-generated music. Results are probabilistic indicators, not proof. Many factors can affect scores, including heavy production, quantisation and electronic genres.
Frequently Asked Questions
Everything you need to know about our experimental AI music detector
No. This is an experimental tool that analyses audio characteristics that research suggests may differ between human and AI-generated music. It provides probability indicators, not definitive proof. AI music generation technology is rapidly evolving, and no current detection method is 100% reliable. Use these results as one data point among many, not as conclusive evidence.
The tool examines five key areas:
Timing Regularity: Human musicians naturally play with subtle timing variations (micro-timing). AI-generated music often has more metrically perfect timing.
Spectral Consistency: AI can produce unnaturally uniform frequency patterns. Human performances typically have more variation in harmonic content.
Dynamic Range: The variation in loudness over time. AI music sometimes exhibits different compression characteristics to human-produced tracks.
Vocal Authenticity: For tracks with vocals, we analyse breath sounds, pitch transition naturalness and formant patterns that differ between human and synthesised voices.
Repetition Patterns: AI tends toward certain structural repetitions and may produce near-exact copies of sections, while human arrangements typically have more subtle variations.
No — your audio file never leaves your device. All analysis runs entirely inside your web browser using the Web Audio API. We do not store, transmit or process your audio on any server. This also means the tool works offline once the page has loaded.
The AI detector supports MP3, WAV, FLAC, OGG, AAC and M4A files up to 50MB in size. For best results, use high-quality audio files (256kbps+ for MP3, or lossless formats).
Several factors can cause false positives:
Heavy quantisation: Tracks where timing has been corrected to a grid will appear more metrically perfect.
Auto-tune and pitch correction: Heavy vocal processing can reduce natural pitch variations.
Electronic music: Genres with programmed drums and synthesisers naturally have more consistent characteristics.
Loop-based production: Music built from repeated loops may trigger repetition indicators.
Modern mastering: Heavily compressed, loudness-maximised masters can affect dynamic range scores.
Yes, potentially. AI music generators like Suno, Udio and others are constantly improving. High-quality AI music may exhibit characteristics similar to human-produced music, especially if it has been post-processed or mixed by humans. This tool should be considered experimental and educational rather than forensic. The arms race between AI generation and detection is ongoing.
We do not claim a specific accuracy percentage because reliable benchmarking data for AI music detection does not yet exist. The tool uses heuristic analysis based on published research about differences between human and AI audio, but these differences are becoming less pronounced as AI improves. Treat results as informative rather than authoritative.
No. The tool analyses general audio characteristics rather than fingerprints from specific generators like Suno, Udio, Stable Audio or others. Different AI systems may have different detectability levels, and the tool does not identify which system was used.