I spoke with Squarespace via live chat then email, they told me that it is a known issue and they are working on it to fix it. They mentioned you can still do embed audio, but that defeats the purpose for my site. Hopefully they will fix it shortly. It is good to know that it wasn't something exclusive to an individual and that they are working on it I suppose.