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Volumn 22, Issue 4, 2019, Pages 408-413

Stress measurement using speech: Recent advancements, validation issues, and ethical and privacy considerations

Author keywords

digital health; ethics; Life stress; privacy; speech; voice

Indexed keywords

ARTIFICIAL INTELLIGENCE; CONVERSATION; ENERGY; HUMAN; MEDICAL ETHICS; NERVOUSNESS; NOTE; PITCH; PRIORITY JOURNAL; PRIVACY; SOCIAL PSYCHOLOGY; SPEECH; SPEECH ANALYSIS; STRESS; VALIDATION STUDY; DEPRESSION; LONGITUDINAL STUDY; MENTAL STRESS; PSYCHOLOGY;

EID: 85063878574     PISSN: 10253890     EISSN: 16078888     Source Type: Journal    
DOI: 10.1080/10253890.2019.1584180     Document Type: Note
Times cited : (54)

References (54)
  • 1
    • 84890080017 scopus 로고    scopus 로고
    • Biological and psychological markers of stress in humans: Focus on the Trier Social Stress Test
    • Allen, A.P., Kennedy, P.J., Cryan, J.F., Dinan, T.G., & Clarke, G. (2014). Biological and psychological markers of stress in humans: Focus on the Trier Social Stress Test. Neuroscience and Biobehavioral Reviews, 38, 94–124. doi:10.1016/j.neubiorev.2013.11.005
    • (2014) Neuroscience and Biobehavioral Reviews , vol.38 , pp. 94-124
    • Allen, A.P.1    Kennedy, P.J.2    Cryan, J.F.3    Dinan, T.G.4    Clarke, G.5
  • 2
    • 85063860115 scopus 로고    scopus 로고
    • Alexa goes to college: Echo Dots move into dorms on campus
    • Retrieved from
    • Brown, D. (2018). Alexa goes to college: Echo Dots move into dorms on campus. USA Today. Retrieved from https://eu.usatoday.com/story/money/2018/09/06/college-students-echo-dots-dorm-rooms/1087251002
    • (2018) USA Today
    • Brown, D.1
  • 3
    • 85063893334 scopus 로고    scopus 로고
    • Google admits its new smart speaker was eavesdropping on users
    • Retrieved from
    • Burke, S. (2017). Google admits its new smart speaker was eavesdropping on users. CNN. Retrieved from https://money.cnn.com/2017/10/11/technology/google-home-mini-security-flaw/index.html
    • (2017) CNN
    • Burke, S.1
  • 4
    • 85063911928 scopus 로고    scopus 로고
    • Hacked Amazon Echo turned other Echoes on same Wi-Fi network into covert listening devices
    • Retrieved from
    • Charlton, A. (2018). Hacked Amazon Echo turned other Echoes on same Wi-Fi network into covert listening devices. GearBrain. Retrieved from https://www.gearbrain.com/defcon-amazon-echo-spy-hack-2595403129.html
    • (2018) GearBrain
    • Charlton, A.1
  • 8
    • 33744913283 scopus 로고    scopus 로고
    • Inventorying stressful life events as risk factors for psychopathology: Toward resolution of the problem of intracategory variability
    • Dohrenwend, B.P. (2006). Inventorying stressful life events as risk factors for psychopathology: Toward resolution of the problem of intracategory variability. Psychological Bulletin, 132, 477–495. doi:10.1037/0033-2909.132.3.477
    • (2006) Psychological Bulletin , vol.132 , pp. 477-495
    • Dohrenwend, B.P.1
  • 10
    • 84887494391 scopus 로고    scopus 로고
    • Recent developments in openSMILE, the munich open-source multimedia feature extractor
    • Barcelona, Spain: ACM, &
    • Eyben, F., Weninger, F., Gross, F., & Schuller, B. (2013). Recent developments in openSMILE, the munich open-source multimedia feature extractor. In MM 2013-proceedings of the ACM conference on multimedia (pp. 835–838). Barcelona, Spain: ACM.
    • (2013) MM 2013-proceedings of the ACM conference on multimedia , pp. 835-838
    • Eyben, F.1    Weninger, F.2    Gross, F.3    Schuller, B.4
  • 11
    • 0037382608 scopus 로고    scopus 로고
    • Modeling drivers’ speech under stress
    • Fernandez, R., & Picard, R.W. (2003). Modeling drivers’ speech under stress. Speech Communication, 40, 145–159. doi:10.1016/S0167-6393(02)00080-8
    • (2003) Speech Communication , vol.40 , pp. 145-159
    • Fernandez, R.1    Picard, R.W.2
  • 12
    • 85028457566 scopus 로고    scopus 로고
    • Does stress influence sleep patterns, food intake, weight gain, abdominal obesity and weight loss interventions and vice versa?
    • Geiker, N.R.W., Astrup, A., Hjorth, M.F., Sjödin, A., Pijls, L., & Markus, C.R. (2018). Does stress influence sleep patterns, food intake, weight gain, abdominal obesity and weight loss interventions and vice versa? Obesity Reviews, 19, 81–97. doi:10.1111/obr.12603
    • (2018) Obesity Reviews , vol.19 , pp. 81-97
    • Geiker, N.R.W.1    Astrup, A.2    Hjorth, M.F.3    Sjödin, A.4    Pijls, L.5    Markus, C.R.6
  • 16
    • 36248972553 scopus 로고    scopus 로고
    • Speech under stress: Analysis, modeling and recognition
    • Müller C., (ed), Berlin, Heidelberg: Springer, &,. (Ed.), 4343 (108–137
    • Hansen, J.H.L., & Patil, S.A. (2007). Speech under stress: Analysis, modeling and recognition. In Müller C. (Ed.), Speaker classification I. Lecture notes in computer science, vol. 4343 (pp. 108–137). Berlin, Heidelberg: Springer.
    • (2007) Speaker classification I. Lecture notes in computer science
    • Hansen, J.H.L.1    Patil, S.A.2
  • 17
    • 0030196359 scopus 로고    scopus 로고
    • Feature analysis and neural network-based classification of speech under stress
    • Hansen, J.H.L., & Womack, B.D. (1996). Feature analysis and neural network-based classification of speech under stress. IEEE Transactions on Speech and Audio Processing, 4, 307–313. doi:10.1109/89.506935
    • (1996) IEEE Transactions on Speech and Audio Processing , vol.4 , pp. 307-313
    • Hansen, J.H.L.1    Womack, B.D.2
  • 18
    • 85028982604 scopus 로고    scopus 로고
    • Advancing social connection as a public health priority in the United States
    • Holt-Lunstad, J., Robles, T.F., & Sbarra, D.A. (2017). Advancing social connection as a public health priority in the United States. American Psychologist, 72, 517–530. doi:10.1037/amp0000103
    • (2017) American Psychologist , vol.72 , pp. 517-530
    • Holt-Lunstad, J.1    Robles, T.F.2    Sbarra, D.A.3
  • 19
    • 85047718658 scopus 로고    scopus 로고
    • Psychoneuroimmunology
    • Cacioppo J.T., Tassinary L.G., Berntson G.G., (eds), 4th ed, New York: Cambridge University Press, &,. (Eds
    • Irwin, M.R., & Slavich, G.M. (2017). Psychoneuroimmunology. In J. T., Cacioppo, L. G., Tassinary, & G. G., Berntson (Eds.), Handbook of psychophysiology, 4th ed. (pp. 377–398). New York: Cambridge University Press.
    • (2017) Handbook of psychophysiology , pp. 377-398
    • Irwin, M.R.1    Slavich, G.M.2
  • 20
    • 85063896585 scopus 로고    scopus 로고
    • Amazon’s Alexa sent 1,700 recordings to the wrong person
    • Retrieved from
    • Ivanova, I. (2018). Amazon’s Alexa sent 1,700 recordings to the wrong person. CBS News. Retrieved from https://www.cbsnews.com/news/amazons-alexa-sent-1700-recordings-to-the-wrong-customer/
    • (2018) CBS News
    • Ivanova, I.1
  • 21
    • 85063882400 scopus 로고    scopus 로고
    • Apple issues Group FaceTime bug mea culpa, promises software update next week
    • Retrieved from
    • Johnson, L. (2019). Apple issues Group FaceTime bug mea culpa, promises software update next week. Macworld. Retrieved from https://www.macworld.com/article/3336865/ios/facetime-bug-lets-you-listen-in-on-people-you-call.html
    • (2019) Macworld
    • Johnson, L.1
  • 22
    • 77955919761 scopus 로고    scopus 로고
    • Allostatic load biomarkers of chronic stress and impact on health and cognition
    • Juster, R.P., McEwen, B.S., & Lupien, S.J. (2010). Allostatic load biomarkers of chronic stress and impact on health and cognition. Neuroscience and Biobehavioral Reviews, 35, 2–16. doi:10.1016/j.neubiorev.2009.10.002
    • (2010) Neuroscience and Biobehavioral Reviews , vol.35 , pp. 2-16
    • Juster, R.P.1    McEwen, B.S.2    Lupien, S.J.3
  • 25
    • 85021684937 scopus 로고    scopus 로고
    • Measuring lifetime stress exposure and protective factors in life course research on racial inequality and birth outcomes
    • Malat, J., Jacquez, F., & Slavich, G.M. (2017). Measuring lifetime stress exposure and protective factors in life course research on racial inequality and birth outcomes. Stress, 20, 379–385. doi:10.1080/10253890.2017.1341871
    • (2017) Stress , vol.20 , pp. 379-385
    • Malat, J.1    Jacquez, F.2    Slavich, G.M.3
  • 27
    • 0031718486 scopus 로고    scopus 로고
    • Acoustic analysis of induced vocal stress by means of cognitive workload tasks
    • Mendoza, E., & Carballo, G. (1998). Acoustic analysis of induced vocal stress by means of cognitive workload tasks. Journal of Voice, 12, 263–273. doi:10.1016/S0892-1997(98)80017-9
    • (1998) Journal of Voice , vol.12 , pp. 263-273
    • Mendoza, E.1    Carballo, G.2
  • 28
    • 0036830003 scopus 로고    scopus 로고
    • Chronic psychological stress and the regulation of pro-inflammatory cytokines: A glucocorticoid-resistance model
    • Miller, G.E., Cohen, S., & Ritchey, A.K. (2002). Chronic psychological stress and the regulation of pro-inflammatory cytokines: A glucocorticoid-resistance model. Health Psychology, 21, 531–541. doi:10.1037//0278-6133.21.6.531
    • (2002) Health Psychology , vol.21 , pp. 531-541
    • Miller, G.E.1    Cohen, S.2    Ritchey, A.K.3
  • 29
    • 43449122184 scopus 로고    scopus 로고
    • Modern approaches to conceptualizing and measuring human life stress
    • Monroe, S.M. (2008). Modern approaches to conceptualizing and measuring human life stress. Annual Review of Clinical Psychology, 4, 33–52. doi:10.1146/annurev.clinpsy.4.022007.141207
    • (2008) Annual Review of Clinical Psychology , vol.4 , pp. 33-52
    • Monroe, S.M.1
  • 30
    • 85018201230 scopus 로고    scopus 로고
    • Psychological stressors: Overview
    • Fink G., (ed), 1st ed., Cambridge, MA: Academic Press, &,. (Ed
    • Monroe, S.M., & Slavich, G.M. (2016). Psychological stressors: Overview. In G., Fink (Ed.), Stress: Concepts, cognition, emotion, and behavior, 1st ed. (pp. 109–115). Cambridge, MA: Academic Press.
    • (2016) Stress: Concepts, cognition, emotion, and behavior , pp. 109-115
    • Monroe, S.M.1    Slavich, G.M.2
  • 31
    • 85063912005 scopus 로고    scopus 로고
    • Major life events: A review of conceptual, definitional, measurement issues, and practices
    • Harkness K., Hayden E.P., (eds), New York: Oxford University Press, &,. (in press).,. (Eds
    • Monroe, S.M., & Slavich, G.M. (in press). Major life events: A review of conceptual, definitional, measurement issues, and practices. In K., Harkness & E. P., Hayden (Eds.), The Oxford handbook of stress and mental health. New York: Oxford University Press.
    • The Oxford handbook of stress and mental health
    • Monroe, S.M.1    Slavich, G.M.2
  • 32
    • 85063869188 scopus 로고    scopus 로고
    • This university is putting Amazon Echo speakers in every dorm room
    • Retrieved from
    • Montag, A. (2018). This university is putting Amazon Echo speakers in every dorm room. CNBC. Retrieved from https://www.cnbc.com/2018/08/21/this-university-is-putting-amazon-echo-speakers-in-every-dorm-room.html
    • (2018) CNBC
    • Montag, A.1
  • 33
    • 85063872293 scopus 로고    scopus 로고
    • More than 900,000 smart speakers to be used in healthcare facilities by 2021
    • Retrieved from
    • Montany, B. (2018). More than 900,000 smart speakers to be used in healthcare facilities by 2021. IHS. Retrieved from https://technology.ihs.com/602327/more-than-900000-smart-speakers-to-be-used-in-healthcare-facilities-by-2021
    • (2018) IHS
    • Montany, B.1
  • 34
    • 84993993200 scopus 로고    scopus 로고
    • How psychological stress affects emotional prosody
    • Paulmann, S., Furnes, D., Bøkenes, A.M., & Cozzolino, P.J. (2016). How psychological stress affects emotional prosody. PloS One, 11, e0165022. doi:10.1371/journal.pone.0165022
    • (2016) PloS One , vol.11
    • Paulmann, S.1    Furnes, D.2    Bøkenes, A.M.3    Cozzolino, P.J.4
  • 36
    • 85059502430 scopus 로고    scopus 로고
    • The emotion process: Event appraisal and component differentiation
    • Scherer, K.R., & Moors, A. (2019). The emotion process: Event appraisal and component differentiation. Annual Review of Psychology, 70, 719–745. doi:10.1146/annurev-psych-122216-011854
    • (2019) Annual Review of Psychology , vol.70 , pp. 719-745
    • Scherer, K.R.1    Moors, A.2
  • 37
    • 85063916597 scopus 로고    scopus 로고
    • An Amazon Echo recorded a family’s conversation, then sent it to a random person in their contacts, report says
    • Retrieved from
    • Shaban, H. (2018). An Amazon Echo recorded a family’s conversation, then sent it to a random person in their contacts, report says. Washington Post. Retrieved from https://www.washingtonpost.com/news/the-switch/wp/2018/05/24/an-amazon-echo-recorded-a-familys-conversation-then-sent-it-to-a-random-person-in-their-contacts-report-says/
    • (2018) Washington Post
    • Shaban, H.1
  • 38
    • 85026759623 scopus 로고    scopus 로고
    • Lifetime stress exposure and health: A review of contemporary assessment methods and biological mechanisms
    • Shields, G.S., & Slavich, G.M. (2017). Lifetime stress exposure and health: A review of contemporary assessment methods and biological mechanisms. Social and Personality Psychology Compass, 11, e12335. doi:10.1111/spc3.12335
    • (2017) Social and Personality Psychology Compass , vol.11 , pp. e12335
    • Shields, G.S.1    Slavich, G.M.2
  • 39
    • 84939940675 scopus 로고    scopus 로고
    • Salivary cortisol results obtainable within minutes of sample collection correspond with traditional immunoassays
    • Shirtcliff, E.A., Buck, R.L., Laughlin, M.J., Hart, T., Cole, C.R., & Slowey, P.D. (2015). Salivary cortisol results obtainable within minutes of sample collection correspond with traditional immunoassays. Clinical Therapeutics, 37, 505–514. doi:10.1016/j.clinthera.2015.02.014
    • (2015) Clinical Therapeutics , vol.37 , pp. 505-514
    • Shirtcliff, E.A.1    Buck, R.L.2    Laughlin, M.J.3    Hart, T.4    Cole, C.R.5    Slowey, P.D.6
  • 41
    • 84924083196 scopus 로고    scopus 로고
    • Understanding inflammation, its regulation, and relevance for health: A top scientific and public priority
    • Slavich, G.M. (2015). Understanding inflammation, its regulation, and relevance for health: A top scientific and public priority. Brain, Behavior, and Immunity, 45, 13–14. doi:10.1016/j.bbi.2014.10.012
    • (2015) Brain, Behavior, and Immunity , vol.45 , pp. 13-14
    • Slavich, G.M.1
  • 42
    • 84986268038 scopus 로고    scopus 로고
    • Life stress and health: A review of conceptual issues and recent findings
    • Slavich, G.M. (2016a). Life stress and health: A review of conceptual issues and recent findings. Teaching of Psychology, 43, 346–355. doi:10.1177/0098628316662768
    • (2016) Teaching of Psychology , vol.43 , pp. 346-355
    • Slavich, G.M.1
  • 43
    • 84986326271 scopus 로고    scopus 로고
    • Psychopathology and stress
    • Miller H.L., (ed), 1st ed, Thousand Oaks, CA: SAGE Publications,. (Ed
    • Slavich, G.M. (2016b). Psychopathology and stress. In H. L., Miller (Ed.), The SAGE encyclopedia of theory in psychology, 1st ed. (pp. 762–764). Thousand Oaks, CA: SAGE Publications.
    • (2016) The SAGE encyclopedia of theory in psychology , pp. 762-764
    • Slavich, G.M.1
  • 44
    • 85058543192 scopus 로고    scopus 로고
    • Stressnology: The primitive (and problematic) study of life stress exposure and pressing need for better measurement
    • Slavich, G.M. (2019). Stressnology: The primitive (and problematic) study of life stress exposure and pressing need for better measurement. Brain, Behavior, and Immunity, 75, 3–5. doi:10.1016/j.bbi.2018.08.011
    • (2019) Brain, Behavior, and Immunity , vol.75 , pp. 3-5
    • Slavich, G.M.1
  • 45
    • 85048899924 scopus 로고    scopus 로고
    • Psychoneuroimmunology of stress and mental health
    • Harkness K., Hayden E.P., (eds), New York: Oxford University Press,. (in press).,. (Eds
    • Slavich, G.M. (in press). Psychoneuroimmunology of stress and mental health. In K., Harkness & E. P., Hayden (Eds.), The Oxford handbook of stress and mental health. New York: Oxford University Press.
    • The Oxford handbook of stress and mental health
    • Slavich, G.M.1
  • 47
    • 84922642868 scopus 로고    scopus 로고
    • From stress to inflammation and major depressive disorder: A social signal transduction theory of depression
    • Slavich, G.M., & Irwin, M.R. (2014). From stress to inflammation and major depressive disorder: A social signal transduction theory of depression. Psychological Bulletin, 140, 774–815. doi:10.1037/a0035302
    • (2014) Psychological Bulletin , vol.140 , pp. 774-815
    • Slavich, G.M.1    Irwin, M.R.2
  • 48
    • 85040320108 scopus 로고    scopus 로고
    • Assessing lifetime stress exposure using the Stress and Adversity Inventory for Adults (Adult STRAIN): An overview and initial validation
    • Slavich, G.M., & Shields, G.S. (2018). Assessing lifetime stress exposure using the Stress and Adversity Inventory for Adults (Adult STRAIN): An overview and initial validation. Psychosomatic Medicine, 80, 17–27. doi:10.1097/PSY.0000000000000534
    • (2018) Psychosomatic Medicine , vol.80 , pp. 17-27
    • Slavich, G.M.1    Shields, G.S.2
  • 50
    • 0004088662 scopus 로고    scopus 로고
    • Salt Lake City, UT: National Center for Voice and Speech
    • Titze, I.R. (2000). Principles of voice production. Salt Lake City, UT: National Center for Voice and Speech.
    • (2000) Principles of voice production
    • Titze, I.R.1
  • 52
    • 84974533530 scopus 로고    scopus 로고
    • Effects of lifetime stress exposure on mental and physical health in young adulthood: How stress degrades and forgiveness protects health
    • Toussaint, L., Shields, G.S., Dorn, G., & Slavich, G.M. (2016). Effects of lifetime stress exposure on mental and physical health in young adulthood: How stress degrades and forgiveness protects health. Journal of Health Psychology, 21, 1004–1014. doi:10.1177/1359105314544132
    • (2016) Journal of Health Psychology , vol.21 , pp. 1004-1014
    • Toussaint, L.1    Shields, G.S.2    Dorn, G.3    Slavich, G.M.4
  • 53
    • 85056785962 scopus 로고    scopus 로고
    • Voice stress analysis: A new framework for voice and effort in human performance
    • 9, e1994
    • Van Puyvelde, M., Neyt, X., McGlone, F., & Pattyn, N. (2018). Voice stress analysis: A new framework for voice and effort in human performance. Frontiers in Psychology, 9, e1994. doi:10.3389/fpsyg.2018.01994
    • (2018) Frontiers in Psychology
    • Van Puyvelde, M.1    Neyt, X.2    McGlone, F.3    Pattyn, N.4


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