Music Genre Identification (Audio)

Audio-based genre classification using Mel spectrogram, MFCC features, and GRU+LSTM models.

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Overview

Identifies music genre from raw audio using spectral features and recurrent neural networks.

Music platforms needed automatic genre tagging for new uploads.

Librosa for feature extraction (Amplitude envelope, Mel spectrum, MFCC), GRU-LSTM hybrid model.

Reliable genre prediction across 10 distinct music categories.

German-to-English audio translation with targeted information extraction using Whisper, Hugging Face, and RAG.