ArticleEuropean journal of applied physiology2007
Non-linear function model of voice pitch dependency on physical and mental load.
Article in European journal of applied physiology, 2007. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed, 56 citations in OpenAlex.
- Non-invasive classification of stable HFpEF using a deep learning model trained on acoustic features of sustained vowels.Biomedical engineering online · 2026Article
- How Anxiety State Influences Speech Parameters: A Network Analysis Study from a Real Stressed Scenario.Brain sciences · 2025Article
- Voice as a sensitive biomarker for predicting exercise intensity: a modelling study.Frontiers in physiology · 2025Article
- The honest sound of physical effort.PeerJ · 2023Article
- Leg movements affect speech intensity.Journal of neurophysiology · 2022Article
- Validation of a Speech Database for Assessing College Students' Physical Competence under the Concept of Physical Literacy.International journal of environmental research and public health · 2022Article
- Assessment of the Psychophysiological State of Female Operators Under Simulated Microgravity.Frontiers in physiology · 2021Article
- Unobtrusive Sensing Technology for Quantifying Stress and Well-Being Using Pulse, Speech, Body Motion, and Electrodermal Data in a Workplace Setting: Study Concept and Design.Frontiers in psychiatry · 2021Article
- The Symphony of Team Flow in Virtual Teams. Using Artificial Intelligence for Its Recognition and Promotion.Frontiers in psychology · 2021Article
- Article
- Voice Stress Analysis: A New Framework for Voice and Effort in Human Performance.Frontiers in psychology · 2018Review
- Wireless Monitoring of Changes in Crew Relations during Long-Duration Mission Simulation.PloS one · 2015Article
- The siren song of vocal fundamental frequency for romantic relationships.Frontiers in psychology · 2013Article
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Authors and funding
8 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The present work describes that under increasing physical load the voice fundamental frequency (voice pitch) remains on a given level as long as the physical load is well tolerated by the subject, whereas heart rate and blood pressure continuously increase during increasing physical load. This voice pitch level was compared to voice pitch levels under mental load. Using a word recognition system, 11 well trained, young male subjects had to solve 2 moderate mental load tasks. Before, during and after each task, there were structured relaxation phases. The physical load protocol was a standard bicycle stress test. In each protocol phase the subjects had to count from 1 to 10 in order to provide a standardized speech sample. Heart rate and blood pressure were recorded in all phases. Voice frequency was at average 106 +/- 5.2 Hz in the relaxation phases ('rest level') and was increased under mental load (115.9 +/- 5.7 Hz, Pillais-P = 0.037). During physical stress testing, voice pitch remained unchanged ('tolerated load level') between 100 and 200 W (117.4 +/- 4.8 Hz) and increased shortly before physical exhaustion ('exhaustion level', 275-350 W, 142.9 +/- 5.6 Hz, Pillais-P = 0.007). In contrast, heart rate and blood pressure increased continuously with the physical load. Three voice pitch levels could be verified also individually for each subject. For the practical monitoring of emotional stress the individual anchor frequencies for these levels must be assessed. These data indicate that the relationship between both types of load and voice pitch is non-linear with multiple plateaus and transition functions between them.
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