Speech Emotion Recognition

May 16, 2021

Mentor: Aditya Gupta, Arpit Verma
Project Members: Anand Patwa Aryan Singh Darshit Trevadia Pushpanshu Tripathi Shreyasi Mandal Parth Govil Aakarshika Singh Aarjav Jain Rajat Singh Saaransh Agarwal Sarthak Kohli Samudh BG Dheeraj Agarwal Viplav Patel Mirge Saurabh Arun Samriddhi Gupta Varun Singh Nitesh Pandey Rashmi GR Anmol Agarwal Srajan Jain Rishabh Mukati Pranav Singh Sarah Kapoor Sahil Bansal Gaurav Kumar Tarun Agarwal Ankit Yadav Harsh Patel Gulshan Kumar Aakash Kumar Bhoi Aryan Agarwal

Abstract:

Using RAVDESS dataset which contains around 1500 audio file inputs from 24 different actors (12 male and 12 female ) who recorded short audios in 8 different emotions, we will train a NLP- based model which will be able to detect among the 8 basic emotions as well as the gender of the speaker i.e. Male voice or Female voice. After training we can deploy this model for predicting with live voices.

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