Really fun game with interesting enemies. Art look nice. I used crouching, but didn't feel whether it even worked. Good job.
It is not explained, but if you look closely there is a "sound" field generated around you when you move. Enemies react to that. Sneaking reduces the area. But I agree, the enemies are too aggressive.