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Open Source JL-corpus was used as the primary dataset for this study.
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The corpus includes 300 short audio files, 150 of which were recorded by two different females and 150 of which were recorded by two different males in New Zealand English.
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Each audio file is labeled with one of five emotions: angry, happy, neutral, excited, and sad. The transcription, sex, F0, maximum pitch, minimum pitch, F1, F2, F3, intensity, maximum intensity, minimum intensity, duration, and emotion label were extracted for each audio file using Praat.
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This data was used as training data for the machine learning model.
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