Subject of Research: Lightweight deep learning for automatic music genre classification from spectrogram images Article Title: Music genre classification using spectrogram images and a lightweight efficientnet-based CNN Article References: Adibfar, O., Alavi, S. E., & Tahan, M. N. (2026).

Music genre classification using spectrogram images and a lightweight efficientnet-based CNN.

Lightweight AI Reads Music Spectrograms to Sort Genres With 96% Accuracy.

“Lightweight AI Reads Music Spectrograms to Sort Genres With 96% Accuracy.”

“Lightweight AI Reads Music Spectrograms to Sort Genres With 96% Accuracy.”