1. Haptic Feedback System for Percussive Elements in Music Restricted (Penn State Only) Author: Vatsal, Shivank Title: Haptic Feedback System for Percussive Elements in Music Area of Honors: Computer Science Keywords: MusicAudio ProcessingSource SeparationTransformersNonnegative Matrix FactorizationHapticsDecision TreesSpectrogramsOnset Detection File: Login to Download Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor