Had the same problem with my R-14PM and found a solution.
I used the utility USBDeview from NirSoft and found several entries for the speaker, seen from the shared "Instance ID":
After disabling the "USB Input Device", the sleep problem went away.
Can be done without a third-party utility as well, but not as easy to find the right one to disable.