├── LICENSE ├── README.md ├── code ├── data_prep │ ├── acoustic_feature_extraction │ │ ├── .gitkeep │ │ ├── audio_analysis.ipynb │ │ ├── extract_acoustic_features_from_audio_vectors.ipynb │ │ └── extract_labels_for_audio.ipynb │ ├── spectrogram_generation │ │ └── saving_spectrogram_audio_data_parallel.ipynb │ └── train_test │ │ └── creating_train_test_folder.ipynb └── models │ ├── dl_models_using_spectrogram │ ├── .gitkeep │ ├── PyTorch_CNN.ipynb │ ├── PyTorch_ResNet18.ipynb │ └── PyTorch_ResNet34_SGD.ipynb │ ├── lstm_model_using_acoustic_features │ ├── .gitkeep │ └── data_prep_and_lstm.ipynb │ ├── ml_dl_models_using_mfcc │ ├── .gitkeep │ ├── DNN_with_MFCC.ipynb │ ├── ML_with_MFCC_Normalized.ipynb │ └── features_analysis.ipynb │ └── text_model │ ├── .gitkeep │ └── data_preparation_for_text_based_model.ipynb └── image ├── codebase.png └── mel-spectrogram.png /LICENSE: -------------------------------------------------------------------------------- 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