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Speech Tasks Relevant to Sleepiness Determined with Deep Transfer Learning
Our evaluation shows that the best-performing model utilizes the memory recall task and categorical naming task from the Boston Naming Test, which achieved an accuracy of 80. 07% (F1-score of 0. 85) and 81. 13% (F1-score of 0. 89), respectively.
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