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Developing a Speech Recognition System for Recognizing Tonal Speech Signals Using a Convolutional Ne...

Developing a Speech Recognition System for Recognizing Tonal Speech Signals Using a Convolutional Ne...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_cc18536d9e9444d98fef2dae76e195b4

Developing a Speech Recognition System for Recognizing Tonal Speech Signals Using a Convolutional Neural Network

About this item

Full title

Developing a Speech Recognition System for Recognizing Tonal Speech Signals Using a Convolutional Neural Network

Publisher

Basel: MDPI AG

Journal title

Applied sciences, 2022-06, Vol.12 (12), p.6223

Language

English

Formats

Publication information

Publisher

Basel: MDPI AG

More information

Scope and Contents

Contents

Deep learning-based machine learning models have shown significant results in speech recognition and numerous vision-related tasks. The performance of the present speech-to-text model relies upon the hyperparameters used in this research work. In this research work, it is shown that convolutional neural networks (CNNs) can model raw and tonal speec...

Alternative Titles

Full title

Developing a Speech Recognition System for Recognizing Tonal Speech Signals Using a Convolutional Neural Network

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_cc18536d9e9444d98fef2dae76e195b4

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_cc18536d9e9444d98fef2dae76e195b4

Other Identifiers

ISSN

2076-3417

E-ISSN

2076-3417

DOI

10.3390/app12126223

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