A Probabilistic Signal, Not a Verdict

AI Vocal Detector

Analyze whether vocals show signals associated with AI-generated music.

Upload a song to examine its vocal signal alongside the instrumental signal. Get a probabilistic result in seconds, with no signup required to start.

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MP3 · WAV · M4A · FLAC · ≤ 10 MB · ≥ 12s

What This Detector Analyzes

An AI vocal detector looks at the vocal portions of an audio sample for characteristics that may occur in synthetic or AI-assisted performances. AIMusicTest reports a signal, not proof: natural human vocals, pitch correction, effects, and compression can overlap with AI characteristics.

How Does AI Vocal Detection Work?

AIMusicTest analyzes a section from the middle of your track and separates vocal and instrumental signals where the audio allows. The result helps you understand which part of the sample contributes to the overall AI music signal.

What Can Affect Vocal Results?

Autotune, vocal doubling, reverb, denoising, clipping, a short sample, and a dense mix can all change what a detector sees. A flagged result should be treated as a reason to investigate, not as evidence that a singer or songwriter used AI. See our false positive guide.

AI Vocal Detector vs AI Music Detector

The vocal view focuses on vocal-related signals, while the main AI Music Detector combines vocal and instrumental evidence. Running the full analysis gives broader context for a song.

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