Autoplay is generally not recommended as it is seen as a negative user experience. Moreover, Autoplay is disabled in many browsers like in Firefox, Safari or Chrome. See:
Login to your account and create your MP3 QR Code by selecting #MP3 in the QR Code Generator section, upload your MP3 and set a description and title image.