Is it a whistling type noise? If so, it's the fuel system venting.
That is perfectly normal.
My Gravely Pro Turn 260 is in my storage shed. I can be in there and it will whistle for a short period and stop. Later, it will repeat the same sound. The newer emission regulations require a different setup than the old days.
The second video is that sound.