/ESC_ML

Course project for ML

Primary LanguageJupyter Notebook

Comparing ML models for Environmental Sound Classification

Downloading the dataset

!git clone https://github.com/karolpiczak/ESC-50.git

Below is the list of files and there description:

  • eda.ipynb - Exploratory Data Analysis
  • feature_gen.py - Feature Extraction for ML models
  • ml_models.py - ML models
  • Spec_CNN.ipynb - CNN model for Spectrogram
  • wav_CNN.ipynb - CNN model for raw audio
  • ZS.ipynb - Zero Shot model using AudioCLIP