A proficient vocal training system with pitch detection using SHR

This paper insinuates a vocal training system that helps in proficient vocal training. There are two foremost objectives involved. The crucial objective is to estimate and detect pitch from a vocal. The secondary objective is to create an efficient vocal training system that perceives error in pitch. The purpose of this paper is to develop an adept vocal training system that perceives and appraises the pitches of both the amateur vocalist and the professional vocalist and displays inaccuracy of the amateur's voice.