whistling

I have a 2020 Subaru Forester Touring for a year now and lately, when I turn off the engine, I hear this weird sound. I don't know whether to call it whistling, buzzing or alarm type of sound. The sound last for at most 30 seconds. It also happens at cold start and when at stop. But it is...