Partially yes - however it depends on the kind of curtain you use.
Curtains can help reduce noise by limiting the created vibrations by unwanted sounds.
Those with high fiber content, that is, the curtains made using more number of threads per square inch or multiple layers, or heavy reflective material such as threads or metal foils. These reduce ambient noise that arises from external sources by reflecting the sound vibrations and absorbing the sound.