Introduction: Ensuring smooth listening in an ever-changing world of audio streaming is quite an art and science. Such an important but overlooked process in the domain is the Upmix process, which converts multi-channel audio, such as surround sound, into a stereo or mono format. The increased number of streaming platforms has catapulted downmixing