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This GitHub repository showcases my implementation of a Convolutional Neural Network using PyTorch to effectively preprocess and classify the UrbanSound dataset. The model is trained to recognize various urban sounds, providing a tool for audio classification tasks.

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LeviathanFy/UrbanSound_CNN

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UrbanSound_CNN

UrbanSound dataset has been pre-processed and fed into a Convolutional Neural Network for classification.

Please first run the spectogram_processing Notebook and then run the CNN_Model Notebook.

You could modify folder paths according to your personal setup.

Fatih Yıldırım [email protected]

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This GitHub repository showcases my implementation of a Convolutional Neural Network using PyTorch to effectively preprocess and classify the UrbanSound dataset. The model is trained to recognize various urban sounds, providing a tool for audio classification tasks.

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