https://github.com/jaspreetsingh-exe/music-genre-classification
This project builds a Music Genre Classification System using SVM, CNN, LSTM, and Transformer models, with YAMNet-based feature extraction. It processes audio files, extracts embeddings, and trains multiple models for comparison. The system predicts genres with high accuracy and provides evaluation metrics like classification reports and confusion.
https://github.com/jaspreetsingh-exe/music-genre-classification
bi-directional-lstm classification cnn cnn-classification comparative-analysis lstm machine-learning neural-network python svm svm-classifier transformers yamnet
Last synced: about 1 month ago
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This project builds a Music Genre Classification System using SVM, CNN, LSTM, and Transformer models, with YAMNet-based feature extraction. It processes audio files, extracts embeddings, and trains multiple models for comparison. The system predicts genres with high accuracy and provides evaluation metrics like classification reports and confusion.
- Host: GitHub
- URL: https://github.com/jaspreetsingh-exe/music-genre-classification
- Owner: JaspreetSingh-exe
- License: mit
- Created: 2025-02-14T17:47:37.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2025-02-15T10:02:40.000Z (8 months ago)
- Last Synced: 2025-06-04T22:11:36.625Z (4 months ago)
- Topics: bi-directional-lstm, classification, cnn, cnn-classification, comparative-analysis, lstm, machine-learning, neural-network, python, svm, svm-classifier, transformers, yamnet
- Language: Jupyter Notebook
- Homepage:
- Size: 1.08 GB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE