Edge Apollo3 Audio Recording

I have an edge Apollo3 board that I want to experiment with. I started by using the 2nd example that records audio and streams to serial port. I logged that data and converted it to wav file format, but it sounded awful.

Has anyone succeeded in recording audio with this board that sounded ok with reasonable quality?

I want to collect sample data for training a machine learning model.