How to get embeddings of audio data streaming from microphone.

I am using resemblyzer to create embeddings for speaker diarization.
It works fine when a whole wave file is loaded into the resemblyzer.
Now I want to try out real-time speaker diarization using data streaming from microphone using pyaudio (in form of chunks).
A chunk is essentially a frame of fixed size (100 ms in my case).
How do I get separate embedding for each chunk using resemblyzer? 
