If I recall correctly, you have to opt for "I will use a webcam" before you enter. In Linux, for whatever reason, if you choose "I will not use a webcam", it denies access to the mic by default.
In Windows, you can select "I will not use a webcam" and still chat on mic; you just provide no video feed.