I have thousands of audio files that I want to "batch" process searching for audio tics. This is easily done using a DAW but that requires opening each file independently, searching for the tic (visually looking at the waveform or listening to the file play), and then cleaning the tic with signal processing tools within the DAW. However, this approach is extremely time consuming.
I'd like to write a program using python to process all of the files and provide candidate files that contain tics in the audio. I've been researching the web and found tons of references for plotting frequencies using fft after reading in the wav file but I don't want to plot the data I want to examine it in the program to determine if there is an audio tic (or potential tic) present.
Any help or ideas would be deeply appreciated.