Chinese-Sony-Genre-Classification

Predict Music Sony From Lyrics For Chinese Sonys

Dataset

In this repo, we offer the chinese songs dataset crawled from the Netease Music, and label them into 4 classes:

• Rock & Roll (摇滚)
• Rap (说唱)
• Ballad (民谣)
• Ancient (古风)

Check details in $PROJECT_ROOT/data

Implementation

We also implemented several NLP models to classify Chinese songs.

• Based on the Neural Networks(details in $PROJECT_ROOT/src/NN):
  • TextCNN,
  • FastText
• Machine learning methods(details in $PROJECT_ROOT/src/NotNN):
  • Naive Bayes
  • Random Forests
  • Logistic Regression