Sadly, the very inexpensive MIDI/USB adaptors often have problems.
There are many reports here and elesewhere of such problems.
The thing to do is to buy an adaptor from a company with a good reputation, but it will cost you a bit more.
I don't personally use such an adaptor so unfortunately I'm not in a position to recommend one.
Perhaps someone else can advise?
JohnG.