
Hopefully Nikita or someone with similar behavioural experience will be able to advise.
However if this is when he goes outside without you I agree that u need to go out too and bring him straight back in . Using treats when he isn't making a noise so he begins to get the idea that no noise equals treats. If it suits way to ask to go outside then wait until you have a gap in the noise and treat and let him out when quiet. This maybe very brief at the beginning