https://github.com/haekalsetiawan/music-classifier-machine-learning

This repository contains a comprehensive project focused on music classification using machine learning. The project involves various stages including data preprocessing, label creation, model training, and evaluation. It leverages a dataset of normalized songs to predict music categories.
https://github.com/haekalsetiawan/music-classifier-machine-learning

machinelearning music python

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This repository contains a comprehensive project focused on music classification using machine learning. The project involves various stages including data preprocessing, label creation, model training, and evaluation. It leverages a dataset of normalized songs to predict music categories.

• Host: GitHub
• URL: https://github.com/haekalsetiawan/music-classifier-machine-learning
• Owner: haekalsetiawan
• License: mit
• Created: 2024-10-19T10:41:02.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-10-20T19:14:45.000Z (3 months ago)
• Last Synced: 2024-11-10T18:33:32.600Z (3 months ago)
• Topics: machinelearning, music, python
• Language: Python
• Homepage:
• Size: 5.31 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Music Classifier Machine Learning

## Description

This repository contains a comprehensive project focused on music classification using machine learning. The project involves various stages including data preprocessing, label creation, model training, and evaluation. It leverages a dataset of normalized songs to predict music categories.

## Key Features

- **Preprocessing**: Scripts for cleaning and preparing music data.

- **Label Creation**: Scripts to create and assign labels based on song features.

- **Model Training**: Implements a machine learning pipeline to train models on the dataset.

- **Evaluation**: Scripts to evaluate the performance of trained models and generate reports.

## Installation

Clone the repository and install the required dependencies:

git clone https://github.com/haekalsetiawan/Music-Classifier-Machine-Learning.git

cd Music_Classifier_Machine_Learning

pip install -r requirements.txt

## Usage

Preprocess the data:

python preprocessing.py

Create labels:

python create_labels.py

Train the model:

python training.py

Evaluate the model:

python evaluation.py

## Contributors

Haekal Setiawan (@haekalsetiawan)

## License

This project is licensed under the MIT License - see the LICENSE file for details.