Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource An investigation and analysis on automatic speech recognition systems Subject The topic of the resource ensemble methods; language model; natural language; speech processing; speech recognition system; speech technology Description An account of the resource A crucial part of a Speech Recognition System (SRS) is working on its most fundamental modules with the latest technology. While the fundamentals provide basic insights into the system, the recent technologies used on it would provide more ways of exploring and exploiting the fundamentals to upgrade the system itself. These upgrades end up in finding more specific ways to enhance the scope of SRS. Algorithms like the Hidden Markov Model (HMM), Artificial Neural Network (ANN), the hybrid versions of HMM and ANN, Recurrent Neural Networks (RNN), and many similar are used in accomplishing high performance in SRS systems. Considering the domain of application of SRS, the algorithm selection criteria play a critical role in enhancing the performance of SRS. The algorithm chosen for SRS should finally work in hand with the language model conformed to the natural language constraints. Each language model follows a variety of methods according to the application domain. Hybrid constraints are considered in the case of geography-specific dialects. 2024 by author(s). Creator An entity primarily responsible for making the resource Siva Balan R.V.; Vignesh K.; Jose T.; Kalpana P.; Jothikumar R. Source A related resource from which the described resource is derived Journal of Autonomous Intelligence, Vol-7, No. 3 Publisher An entity responsible for making the resource available Frontier Scientific Publishing Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.32629/jai.v7i3.1060" target="_blank" rel="noreferrer noopener">https://doi.org/10.32629/jai.v7i3.1060</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85182223234&amp;doi=10.32629%2Fjai.v7i3.1060&amp;partnerID=40&amp;md5=0d7ac3b770b3e1773d4060fc8242b300" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85182223234&amp;doi=10.32629%2fjai.v7i3.1060&amp;partnerID=40&amp;md5=0d7ac3b770b3e1773d4060fc8242b300</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access Relation A related resource ISSN: 26305046 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Siva Balan R.V., Department of Computer Science, CHRIST (Deemed to be University), Bangalore, 560029, India; Vignesh K., Department of Management Studies, Kumaraguru College of Technology, Coimbatore, 641049, India; Jose T., Department of Computer Science, CHRIST (Deemed to be University), Bangalore, 560029, India; Kalpana P., Department of Computer Science, CHRIST (Deemed to be University), Bangalore, 560029, India; Jothikumar R., Department of Computer Science and Engineering, Shadan College of Engineering and Technology, Hyderabad, 500086, India