Is it male or female turkeys that make the gobbling sound?

In English there are no masculine or feminine forms. English uses gender specific nouns for a male or a female.

The noun gobbler, a Word for a person who eats greedily and noisily, is a common gender noun; a Word for a male or a female with unhealthy eating habits.

The noun gobbler is a Word for a tom turkey, a male; the noun for a female turkey is a hen.