Adapt ML code to allow to make predictions on new inputs

I have a binary classifier that can currently be trained on audio files, but cannot be tested on new inputs.

I need someone to write some additional code to load a trained model, load in some new audio, and output an array of the results. The results need to be window or frame based, and output an array the length of the audio with a 1 or 0 result.

Additionally, I need the array to be plotted above or on top of the audio, to identify where the events are taking place.

I have all the files in a google drive, and can forward them on.