Solving the Speech Recognition Accent Gap with Global English in Speech-to-Text: A Case Study of Ghana

In recent years, Speech recognition has become the state of the art for speech to text programs. However, speech recognition systems often struggle to correctly interpret foreign accents or non-native English. We aim to contribute to the domain of literature on speech to text by finding ways of improving the performance of speech recognition whilst dealing with Ghanaian accented English speech by increasing non-standard English audio samples and the training dataset of Automatic Speech Recognition

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Publication Details

Published
2024-09-30
DOI
https://doi.org/10.1109/smartblock4africa61928.2024.10779495
Primary Topic
Speech Recognition and Synthesis
Type
article
Field-Weighted Citation Impact
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article

Solving the Speech Recognition Accent Gap with Global English in Speech-to-Text: A Case Study of Ghana

Dominic Damoah, Michael Asare, Stephen Adjei-Kyei, Michael Kelly Osei
Speech Recognition and Synthesis
article

Solving the Speech Recognition Accent Gap with Global English in Speech-to-Text: A Case Study of Ghana

Dominic Damoah, Michael Asare, Stephen Adjei-Kyei, Michael Kelly Osei
article en

Abstract

In recent years, Speech recognition has become the state of the art for speech to text programs. However, speech recognition systems often struggle to correctly interpret foreign accents or non-native English. We aim to contribute to the domain of literature on speech to text by finding ways of improving the performance of speech recognition whilst dealing with Ghanaian accented English speech by increasing non-standard English audio samples and the training dataset of Automatic Speech Recognition

Valley View University (GH)
Openalex Percentile: Top 79%
Speech Recognition and Synthesis
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