HTML <audio> tags are currently scrubbed.
Works perfectly for me.
A recent update changed this so that audio tags and other elements that could be used to turn a Bear blog into a phishing site are scrubbed from free blogs. Upgraded blogs are free to use any HTML and Markdown elements.