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The width of the window used was 0.96 seconds, while the window stride length was equal to half of the window’s width (0.48 s). This setting resulted in a mel spectrogram segment with a size of 64 mel bins × 96 frames.
To facilitate model training, the COVID-19 Sounds and Coswara datasets were partitioned based on chronological order into a development set and a postdevelopment set by applying a 70:30 ratio.
J Med Internet Res 2025;27:e66919
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