Report of my semester project about classroom discourse classification. I used various sound analysis techniques and a ML algorithm (Neural Network) to be able to classifiy students, teachers, and interaction among entire course recordings. The purpose of this is to give the teacher an accurate feedback about the participation of the students in the class and will be used for learning science analysis.