README.md

Spoken-Digit-Classification

1. Ensure that the data folder is in the same directory with the main.ipynb file.

2. Ensure that scikeras, librosa and os has been installed on your local. If not, open the terminal and run either:
   a. pip install scikeras
   b. pip install librosa
   c. pip install os
   

3. Open main.ipynb, select Run All.

4. Scroll to the end of the file, you will see a commented section.

5. Select which model and feature combination you want, uncomment that line and click Run.

6. To experiment different values of batch size, num_of_frames, cv (in GridSearchCV), epochs and hyperparameters. You can find them at their respective locations:
   a. batch size : grid_search.fit()
   b. num_of_frames : load_data_function()
   c. cv : GridSearchCV()
   d. epochs : KerasClassifier()
   e. hyperparameters : params_grid{}