AI-generated song detection on Lyrics dataset English-language
97.5RecallCNN Spectrogram
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CNN SpectrogramInput=Amplitude spectrogram2025.06 | 97.5 | 99.9 | |
| DE-DETECTComponents=XEUS + LLM2Vec, Fusion=Late fusion2025.06 | 93.9 | 98.2 | |
| GT LYRICS LLM2VecInput=Ground Truth (GT) lyrics, Backbone=Llama3 8B2025.06 | 91.3 | 99 | |
| LLAMA3 8B LLM2VecInput=Transcribed lyrics2025.06 | 90.6 | 97.6 | |
| XEUS2025.06 | 89.1 | 94.5 |