To place the audio inside your content you need to:

1. navigate to the page you uploaded the audio at
2. copy the code from the "Copy to your site" block
3. navigate back to the page you want to insert the audio into
4. make sure rich text is disabled (click "disable rich-text" just below the text input box)
5. paste the code
6. save