I am tying to do silence detection in uncompressed AIFF audio files. I prefer to do it in Python, but would consider other options if this is super inefficient. The uncompressed files I am dealing with are expected to be 20 MB (maximum size).
I can understand basics of signal processing, but am not an expert in it.
You're in luck! The aifc library seems to do enough to support the solving of your problem.