I think the best solution to play multiple speakers from your phone or PC is to use one chromecast audio device with each speaker and create a audio group. See these links:
https://www.google.com/chromecast/audio/
https://support.google.com/chromecast/answer/6328691?hl=en
Rgds
Abhishek