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lines changed Original file line number Diff line number Diff line change 22# Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks
33
44## Status
5- ** Work-in-progress **
5+ ** Thesis ready **
66
77## Keywords
88
99 Wireless Sensor Networks, Embedded Systems
1010 Edge Computing, Edge Machine Learning
11- Noise classification, ESC, Urbansounds
11+ Noise classification, Environmental Sound Classification ( ESC) , Urbansounds
1212 Tensorflow, Keras, librosa
1313
1414## See also
1717* [ emlearn] ( https://github.com/jonnor/emlearn ) - Machine Learning inference engine for Microcontrollers and Embedded Systems
1818
1919
20- ## Run experiments locally
20+ ## Run experiments
2121
2222Install dependencies
2323
@@ -29,9 +29,13 @@ Preprocess audio files into features
2929
3030Train the models
3131
32- python3 train .py
32+ python3 jobs .py
3333
3434Evaluate the resulting models
3535
3636 python3 test.py
3737
38+ Plot the results
39+
40+ python3 report.py
41+
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