ItemConference Paper

An exhaustive examination of automatic speech recognition

Title
An exhaustive examination of automatic speech recognition
Creator
Murthy, Mithun Bangalore Narasimha; Ramakrishnappa, Deepak Nalini; Kumar, Benakanahalli Puttappa Pradeep; Ramanjaneya, Puneeth; Lingaraju, Anoop Ganadalu; Mallaiah, Shivamurthaiah
Description
Speech is nature gift to the human being to differentiate with other creatures on the earth. Speech research stands out as one of the most daunting fields amidst numerous challenging research domains. This current analysis of existing literature aims to provide insights for future endeavors within the global speech research community. The study delves into various challenges associated with speech corpora, front-end algorithms aimed at efficient speech representation, and back- end engines tasked with the recognition process. Thirteen speech corpora undergo scrutiny concerning factors such as language diversity, duration, developmental progress, and accessibility. Furthermore, this research review illuminates potent methodologies that foster the extraction of rich features and bolster robust speech recognition capabilities. This gives an idea on how various methods are available to recognize speech in an effective way. 2026 Author(s).
Source
AIP Conference Proceedings;Volume;3345;Issue;1;Article No.;20258;
Date
01-01-2026
Publisher
American Institute of Physics
Subject
Deep Neural Networks; Energy; Formants; Fundamental frequency; Speech Databases
Coverage
Murthy M.B.N., Department. of CSE (Cyber Security), A P S College of Engineering, Karnataka, Bengaluru, India; Ramakrishnappa D.N., Department of ISE, Atria Institute of Technology, Karnataka, Bengaluru, India; Kumar B.P.P., Department of CSE, Atria Institute of Technology, Karnataka, Bengaluru, India; Ramanjaneya P., Department of ISE, A P S College of Engineering, Karnataka, Bengaluru, India; Lingaraju A.G., Department of CSE, SoET Christ University, Karnataka, Bengaluru, India; Mallaiah S., Department of CSE, A P S College of Engineering, Karnataka, Bengaluru, India
Rights
Restricted Access; Hardcopy may be available in the library
Relation
ISSN: 0094243X;
Format
online
Language
English
Type
Conference paper

Citation

Murthy, Mithun Bangalore Narasimha; Ramakrishnappa, Deepak Nalini; Kumar, Benakanahalli Puttappa Pradeep; Ramanjaneya, Puneeth; Lingaraju, Anoop Ganadalu; Mallaiah, Shivamurthaiah, “An exhaustive examination of automatic speech recognition,” CHRIST (Deemed To Be University) Institutional Repository, accessed June 18, 2026, https://archives.christuniversity.in/items/show/25726.

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