I've never used the Voice-to-MIDI Conversion utility before, but it does required unaccompanied vocals.
Nevertheless, I gave it a shot using the mp3 file linked in the above video description that features one voice in the left and one in the right (both as piano). Unfortunately, there are still drums in said file, so the resulting conversion seems... wrong. Parts are okay, but others are not. It's all very messy.