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No conflicts of interest to the best of our knowledge.
Ethical Approval and Consent to Participate
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No, the article does not require ethical approval and consent to participate with evidence.
Availability of Data and Material
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Yes, It is relavant. The dataset used for this project was Grid Corpus Dataset GRID is an openly available corpus containing an audio-visual database from 34 speakers with 1000 utterances per speaker.
Authors Contributions
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Each author has made an independent contribution to the article. The individual contributions of each author are presented below for clarity and transparency. Alan Wilson is the main contributor and Ms. Lenet Steephen is the project guide.