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Urban Sounds Classification - Koç Holding Deep Learning Bootcamp by GlobalAIHub

License: MIT License

Jupyter Notebook 100.00%
cnn deep-learning keras tensorflow urban-sound-classification urbansound8k

urban-sounds-classification's Introduction

Urban Sounds Classification

Koç Holding Deep Learning Bootcamp by GlobalAIHub

This project uses “UrbanSounds8K” dataset to train the CNN model. You can turn .wav files into spectograms using Librosa library.

Preprocessing

Unprocessed Image                          Processed Image

Uygulama Ekran Görüntüsü Uygulama Ekran Görüntüsü

Results

Test accuracy: 0.87693190574646

Loss graph                                 Accuracy graph

Uygulama Ekran Görüntüsü Uygulama Ekran Görüntüsü

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