title: Effect of cognitive load on articulation rate and formant frequencies during simulator flights.
abstract: It was explored how three types of intensive cognitive load typical of military aviation (load on situation awareness, information processing, or decision-making) affect speech. The utterances of 13 male military pilots were recorded during simulated combat flights. Articulation rate was calculated from the speech samples, and the first formant (F1) and second formant (F2) were tracked from first-syllable short vowels in pre-defined phoneme environments. Articulation rate was found to correlate negatively (albeit with low coefficients) with loads on situation awareness and decision-making but not with changes in F1 or F2. Changes were seen in the spectrum of the vowels: mean F1 of front vowels usually increased and their mean F2 decreased as a function of cognitive load, and both F1 and F2 of back vowels increased. The strongest associations were seen between the three types of cognitive load and F1 and F2 changes in back vowels. Because fluent and clear radio speech communication is vital to safety in aviation and temporal and spectral changes may affect speech intelligibility, careful use of standard aviation phraseology and training in the production of clear speech during a high level of cognitive load are important measures that diminish the probability of possible misunderstandings.
authors.affiliation: Institute of Clinical Medicine/Department of Otorhinolaryngology, University of Oulu, P.O. Box 5000, Oulu, Finland. kerttu.huttunen@oulu.fi
authors.forename: Kerttu H
authors.initials: KH
authors.lastname: Huttunen
authors.forename: Heikki I
authors.initials: HI
authors.lastname: Keränen
authors.forename: Rauno J
authors.initials: RJ
authors.lastname: Pääkkönen
authors.forename: R
authors.initials: R
authors.lastname: Päivikki Eskelinen-Rönkä
authors.forename: Tuomo K
authors.initials: TK
authors.lastname: Leino
mesh_terms: D000328:Adult; D000401:Aircraft; D001364:Awareness; D003071:Cognition; D032882:Comprehension; D003198:Computer Simulation; D003657:Decision Making; D006801:Humans; D008297:Male; D008606:Mental Processes; D008889:Military Personnel; D013018:Sound Spectrography; D013061:Speech Acoustics; D013065:Speech Intelligibility; D013067:Speech Perception; D013068:Speech Production Measurement; D013997:Time Factors