INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
We compare the various ML (Machine Learning) based speech recognition algorithms and for a Gadaba Creole Speech recognition and translation towards Language Learning to promote Gadaba Language Revival through technology and sophistication. We study the efficiencies of various feature extraction signal processing techniques such as zero crossing rate, pitch, MFCC, frequency shift for three Machine Learning based Statistical speech recognition Algorithms: HMM (Hidden Markov Model), GMM (Gaussian Mixture Model) Cross Correlation Routines.
We have trained the algorithms with 20 Gadaba words towards isolated Gadaba word and phrase recognition and eventual English Translation with POS (Parts of Speech) consideration. The Generalized Speech Recognition Algorithms allowed English Speech Recognition and its Gadaba Translation as well. The accuracies of the Algorithms are studied over various features extracted enabling audio feature selection for Gadaba
Language.
"Comparision of Machine Learning Algorithms for Speech Recognition of Endangered Gadaba Language", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 4, page no.f666-f675, April-2023, Available :http://www.ijnrd.org/papers/IJNRD2304580.pdf
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ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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