Development of Robust Automatic Speech Recognition System

Abstract

The thesis entitled quotDevelopment of Robust Automatic Speech Recognition newlineSystemquot is being submitted for the degree of quotDoctor of Philosophyquot in Computer newlineScience, Faculty of Engineering andTechnology of Jagannath University, Jaipur, newlineRajasthan (India). It embodies the investigations carried out under the guidance and newlinesupervision of Dr. Poonam Bansal and Dr. Kavita Choudhary. newlineThe entire work reported in the present thesis consisting of seven chapters including newlinethe introduction chapter, is based on the following research papers:- newline1. Divya Gupta, Poonam Bansal, Kavita Choudhary, Emotion Recognition: newlineDifferences between Spontaneous Dialogue and Active dialogue in Journal of newlineShanghai Jiaotong University Volume 16, Issue 9, September - 2020. newline2. Divya Gupta, Poonam Bansal, Kavita Choudhary, DIS-NV Functions for the newlineRecognition of Emotions in Spoken Dialogue in International Journal of newlineInnovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, newlineVolume-9 Issue-12, October 2020. newline3. Divya Gupta, Poonam Bansal, Kavita Choudhary, The State of the Art of newlineFeature Extraction Techniques in Speech Recognition in CSI 2015, Delhi. newline(Springer Conference) newline4. Divya Gupta, Poonam Bansal, Kavita Choudhary, Noise Robust Acoustic Signal newlineProcessing using a Hybrid Approach for Speech Recognition in 6th International newlineConference - Cloud System and Big Data Engineering (CONFLUENCE newline2016).978-1-4673-8203-8/16/$31.00_2016 (IEEE Conference) pg 489-492. newline5. Divya Gupta, Poonam Bansal, Kavita Choudhary, Performance Comparison of newlineRobust Speech Recognition using different Feature Extraction Techniques in newlineIJCSMC, Vol. 8, Issue. 1, January 2019, pg.125 130. newline6. Divya Gupta, Poonam Bansal, Kavita Choudhary, Result Analysis of Different newlineWavelet Types using Speech Enhancement Algorithms in IJSTR Volume 8 - newlineIssue 11, November 2019 Edition - ISSN 2277-8616. newline7. Divya Gupta, Poonam Bansal, Kavita Choudhary, Performance analysis of newlinevarious classifiers on IEMOCAP database for Robust Emotion Recognition in newlineIJREAM Volume 7 - Issue 3, June 2021