Continuous Speech-Based Fatigue Detection and Transition State Prediction for Air Traffic Controllers

Susmitha Vekkot,Surya Teja Chavali,Charan Tej Kandavalli, Rama Sai Abhishek Podila,Deepa Gupta,Mohammed Zakariah,Yousef Ajami Alotaibi

IEEE ACCESS（2025）

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Key words

Fatigue,Feature extraction,Brain modeling,Accuracy,Acoustics,Physiology,Mel frequency cepstral coefficient,Support vector machines,Speech recognition,Safety,Air traffic controller,continuous speech,XGBoost,recurrent neural networks,bi-LSTM,MFCC

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