Sound and Acoustic patterns to diagnose COVID [Part 2]

Link to Part 1 of this case study

Link to Part 3 of this case study

Exploring our features

First, we will convert our class labels to integers and store them.

We will extract all the features discussed in the previous part for all our audio files and store them in a pandas data frame.

All the features explained were extracted from our dataset. The audio files were consumed in a monaural or monophonic form. The audio was also truncated …

audio-classification covid deep learning gradient-boosting machine learning part patterns random-forest