Whenever the owners of 51% or more of the street frontage in any district or any specified part thereof shall present to the Town Board a petition duly signed and acknowledged, requesting an amendment, supplement, change, modification or repeal of the regulations prescribed for the Zoning Maps, including said district or specified part thereof, it shall be the duty of the Town Board to hold a public hearing thereon and to cause notice thereof to be given in the manner prescribed above.