To do so, go to the template you want to disable the audio for. Click on it to edit and under Meeting template, you will find the audio options.
Disable the slider for Use Demodesk audio conference system and click on Save.
If for a certain meeting you would need to re-activate your audio, you can do that in the meeting itself:
Just click on the phone icon in the host window and activate the audio options.