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Sentiment Analysis Based on Voice Input and Facial Expressions

Author(s):

Ayush Kumar , Student, Department of Computer Engineering, Jayawantrao Sawant College of Engineering, Hadapsar, Savitribai Phule Pune University, Pune, Maharashtra, India; Kumar Shubham Prateek, Student, Department of Computer Engineering, Jayawantrao Sawant College of Engineering, Hadapsar, Savitribai Phule Pune University, Pune, Maharashtra, India; Ankit Bhaware, Student, Department of Computer Engineering, Jayawantrao Sawant College of Engineering, Hadapsar, Savitribai Phule Pune University, Pune, Maharashtra, India; Vikas Rathod, Student, Department of Computer Engineering, Jayawantrao Sawant College of Engineering, Hadapsar, Savitribai Phule Pune University, Pune, Maharashtra, India; Prof. Aditi Wangikar, Asst. Prof. of Department of Computer Engineering, Jayawantrao Sawant College of Engineering, Hadapsar, Pune, Maharashtra, India

Keywords:

Voice Input, Facial Expressions

Abstract

The human face has particular and explicit qualities, accordingly it becomes troublesome in understanding and recognizing the looks. It is not difficult to distinguish the look of specific individual in any picture arrangement. Assuming we hope to computerized acknowledgment framework, nonetheless, the frameworks accessible are very deficient and unequipped for precisely distinguish feelings. The area of look ID has numerous significant applications. It is an intelligent device among people and PCs. The client, without utilizing the hand can proceed with the looks. By and by, the examination on look are on the elements for example miserable, cheerful, disdain, shock, dread and irate. This paper expects to distinguish faces from some random picture, remove facial highlights (eyes and lips) and characterize them into 6 feelings (cheerful, dread, outrage, disdain, impartial, misery). The preparation information is gone through a progression of channels and cycles and is at last described through a ML, refined utilizing Grid Search. The testing information then tests the information and their marks and gives the exactness of characterization of the testing information in an arrangement report.

Other Details

Paper ID: IJSRDV10I20133
Published in: Volume : 10, Issue : 2
Publication Date: 01/05/2022
Page(s): 131-132

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