Hi Sbonelo, welcome to Melodica World
There should be no sound when you blow without pressing a key. It should not be possible to blow at all when you’re not pressing a key down. Can you check that this is the case?
If you can blow through, it means there is an air leak somewhere.
Test this with the tube (pipe) and without the tube, and let me know the results.