As per the spec

The audio element, when it is exposing a user interface, is expected to be treated as a replaced element about one line high, as wide as is necessary to expose the user agent's user interface features.

Currently, we treat <audio> as a Block in Flow formatting Context.
With the below test case,

<audio src="">
hello world</audio>

the hello world would be shown, while the expected behaviour is not.