├── .gitattributes ├── .gitignore ├── README.md ├── images ├── specshow │ ├── Figure_1-1.png │ ├── Figure_1-2.png │ ├── Figure_1-3.png │ ├── Figure_1-4.png │ ├── Figure_1-5.png │ ├── Figure_1-6.png │ ├── Figure_1-7.png │ ├── Figure_1-8.png │ ├── Figure_1-9.png │ └── Figure_1.png ├── specshow_log │ ├── Figure_1-1.png │ ├── Figure_1-2.png │ ├── Figure_1-3.png │ ├── Figure_1-4.png │ ├── Figure_1-5.png │ ├── Figure_1-6.png │ ├── Figure_1-7.png │ ├── Figure_1-8.png │ ├── Figure_1-9.png │ └── Figure_1.png ├── train │ ├── chroma_m_mlp-lr0001 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ ├── chroma_m_mlp-lr001 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ ├── chroma_s_cnn-lr0001 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ ├── chroma_s_gru-lr0001 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ ├── chroma_s_gru-lr001 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ ├── chroma_s_lstm-lr0001 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ ├── chroma_s_lstm-lr001 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ ├── feature_mlp-lr0001 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ ├── feature_mlp-lr0005 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ ├── feature_mlp-lr001 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ ├── mfcc_m_mlp-lr0001 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ ├── mfcc_m_mlp-lr001 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ ├── mfcc_m_mlp-lr005 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ ├── mfcc_s_cnn-lr0001 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ ├── mfcc_s_cnn-lr001 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png │ └── mfcc_s_gru-lr001 │ │ ├── Figure_1-1.png │ │ └── Figure_1.png └── wavplots │ ├── 1.1.png │ ├── 1.10.png │ ├── 1.2.png │ ├── 1.3.png │ ├── 1.4.png │ ├── 1.5.png │ ├── 1.6.png │ ├── 1.7.png │ ├── 1.8.png │ └── 1.9.png ├── urban-sound-classification.sln └── urban-sound-classification ├── chroma.py ├── cnn.py ├── data ├── download_link.txt └── train.csv ├── data_explore.py ├── feature.py ├── mfcc.py ├── mlp.py ├── rnn.py └── 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