Deep learning is spreading not only to images but also to one-dimensional signals such as audio. It can flexibly handle complex problems in various environments that were difficult with conventional signal analysis.
In this file, you can try a simple deep learning for audio data using “Hammering Test” as an example in a few minutes.
This demo introduces a workflow from "acquisition of audio data" to "network designing and learning” .
Kazuya Machida (2019). Deep Learning for Hammering Test (https://www.mathworks.com/matlabcentral/fileexchange/72435-deep-learning-for-hammering-test), MATLAB Central File Exchange. Retrieved .