Hello!
Markdown doesn’t have any standardized syntax for audio or video embedding (unlike images) unfortunately.
You could use an HTML element like:
<audio controls="controls">
<source type="audio/wav" src="/path/to/audio.wav"></source>
</audio>
And see it in the preview, but that it would depend on your needs