Transcribing audio with Whisper and classifying the transcript with LLM2Vec detects AI-generated songs from audio alone, nearly matching clean-lyrics accuracy and beating audio-based detectors under perturbations and on unseen generators.
Current AI music generation models typically rely on two main components working in sequence
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AI-Generated Song Detection via Lyrics Transcripts
Transcribing audio with Whisper and classifying the transcript with LLM2Vec detects AI-generated songs from audio alone, nearly matching clean-lyrics accuracy and beating audio-based detectors under perturbations and on unseen generators.