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README.md

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# Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks
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## Status
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**Work-in-progress**
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**Thesis ready**
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## Keywords
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Wireless Sensor Networks, Embedded Systems
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Edge Computing, Edge Machine Learning
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Noise classification, ESC, Urbansounds
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Noise classification, Environmental Sound Classification (ESC), Urbansounds
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Tensorflow, Keras, librosa
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## See also
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* [emlearn](https://github.com/jonnor/emlearn) - Machine Learning inference engine for Microcontrollers and Embedded Systems
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## Run experiments locally
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## Run experiments
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Install dependencies
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Train the models
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python3 train.py
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python3 jobs.py
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Evaluate the resulting models
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python3 test.py
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Plot the results
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python3 report.py
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