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      An Acoustic Study of Fundamental Frequency and Pauses in Depressive Teenagers in Thailand: A Pilot Study

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      https://www.riss.kr/link?id=A107267730

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      다국어 초록 (Multilingual Abstract)

      Depression is a major public health problem among Thais. It has been reported that 30% of 70 million people living in Thailand suffer from depression. Suicide is a potential end result from mental illness, which normally involves depression. Diagnosis...

      Depression is a major public health problem among Thais. It has been reported that 30% of 70 million people living in Thailand suffer from depression. Suicide is a potential end result from mental illness, which normally involves depression. Diagnosis and treatment are key factors in the prevention of depression. In traditional diagnosis, there are two key methods of testing: (ⅰ) a screening test and interview and (ⅱ) a biomarker test. In recent years, detecting depression with speech—a kind of biomarker test— has gained high acceptance. Cues of suprasegments in speech, such as pauses, loudness, tones, rhythm, and phonation, have been scientifically proven using acoustic methods of being indicators of depression. This paper has two main objectives: (ⅰ) to conduct a review of the use of suprasegments as cues and an analysis of the cues capable of indicating depression in Thailand and (ⅱ) to analyze an acoustic study of pitch measured by the fundamental frequency and silent pause length in depressed and non-depressed participants. The method used in the study is the acoustic method of linguistics. Praat program version 6.2.09 was used to analyze the data. This is a pilot study of three depressed Thai students aged 20 compared with three non-depressed Thai participants. We propose a new perspective upon Thai language speech indicators that combines two or more cues in detecting depression (e.g. depression inventory with pause duration and word signs). Interestingly, it was found that the pitch of Thai tones may not be an appropriate cue for depression in Thais. This result conflicts with previous research conducted in other non-tonal languages. The results of this study lay the foundation for a Thai speech index for depression that can be further developed for the detection of depression.

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      참고문헌 (Reference)

      1 Cannizzaro, M., "Voice Acoustical Measurement of the Severity of Major Depression" 56 (56): 30-35, 2004

      2 Mundt, J., "Voice Acoustic Measures of Depression Severity and Treatment Response Collected Via Interactive Voice Response (IVR) Technology" 20 (20): 50-64, 2007

      3 Quatieri, T., "Vocal-Source Biomarkers for Depression: A Link to Psychomotor Activity" Curran Associates 1059-1062, 2012

      4 Ellgring, H., "Vocal Indicators of Mood Change in Depression" 20 (20): 83-110, 1996

      5 Breznitz, Z, "Verbal Indicators of Depression" 119 (119): 351-363, 1992

      6 Girard, J., "Social Risk and Depression: Evidence from Manual and Automatic Facial Expression Analysis" IEEE 1-8, 2013

      7 Liu, D., "Resveratrol Reverses the Effects of Chronic Unpredictable Mild Stress on Behavior, Serum Corticosterone Levels and BDNF Expression in Rats" 264 : 9-16, 2014

      8 Buchstaller, I., "Research Methods in Linguistics" CUP 74-95, 2013

      9 Vogel, A., "Reliability, Stability, and Sensitivity to Change and Impairment in Acoustic Measures of Timing and Frequency" 25 (25): 137-149, 2011

      10 Loi, F., "Recognition of Emotion from Body Language among Patients with Unipolar Depression" 209 (209): 40-49, 2013

      1 Cannizzaro, M., "Voice Acoustical Measurement of the Severity of Major Depression" 56 (56): 30-35, 2004

      2 Mundt, J., "Voice Acoustic Measures of Depression Severity and Treatment Response Collected Via Interactive Voice Response (IVR) Technology" 20 (20): 50-64, 2007

      3 Quatieri, T., "Vocal-Source Biomarkers for Depression: A Link to Psychomotor Activity" Curran Associates 1059-1062, 2012

      4 Ellgring, H., "Vocal Indicators of Mood Change in Depression" 20 (20): 83-110, 1996

      5 Breznitz, Z, "Verbal Indicators of Depression" 119 (119): 351-363, 1992

      6 Girard, J., "Social Risk and Depression: Evidence from Manual and Automatic Facial Expression Analysis" IEEE 1-8, 2013

      7 Liu, D., "Resveratrol Reverses the Effects of Chronic Unpredictable Mild Stress on Behavior, Serum Corticosterone Levels and BDNF Expression in Rats" 264 : 9-16, 2014

      8 Buchstaller, I., "Research Methods in Linguistics" CUP 74-95, 2013

      9 Vogel, A., "Reliability, Stability, and Sensitivity to Change and Impairment in Acoustic Measures of Timing and Frequency" 25 (25): 137-149, 2011

      10 Loi, F., "Recognition of Emotion from Body Language among Patients with Unipolar Depression" 209 (209): 40-49, 2013

      11 Trevino, A., "Phonologically-Based Biomarkers for Major Depressive Disorder" 1-18, 2011

      12 Bhuta, T., "Perceptual Evaluation of Voice Quality and Its Correlation with Acoustic Measurements" 18 (18): 299-304, 2004

      13 Horwitz, R., "On the Relative Importance of Vocal Source, System, and Prosody in Human Depression" 2013

      14 Emmanuel Nicholas Abakah, "On Tone and Morphophonology of the Akan Reduplication Construction" 언어연구소 16 (16): 1-47, 2015

      15 Angkapanichkit, J., "Language, Communication and Depression: An Exploration of Communicative Practices about Depression for Sustainable Quality of Life of Thai Adolescents. A Research Report" Thailand Research Fund 2019

      16 Rude, S., "Language Use of Depressed and Depression-Vulnerable College Students" 18 (18): 1121-1133, 2004

      17 Zimmermann, J., "First-Person Pronoun Use in Spoken Language as a Predictor of Future Depressive Symptoms: Preliminary Evidence from a Clinical Sample of Depressed Patients" 24 (24): 384-391, 2016

      18 Carvalho, N., "Eye Movement in Unipolar and Bipolar Depression: A Systematic Review of the Literature" 6 : 1809-, 2015

      19 Vicsi, K., "Examination of the Sensitivity of Acoustic-Phonetic Parameters of Speech to Depression" IEEE 2012

      20 Williamson, J., "Detecting Depression Using Vocal, Facial and Semantic Communication Cues" Association for Computing Machinery 11-18, 2016

      21 Yang, Y., "Detecting Depression Severity from Vocal Prosody" 4 (4): 142-150, 2013

      22 Rukkhajeekul, S, "Depression and Suicidal Behaviors among Naresuan University Students" 58 (58): 359-370, 2013

      23 World Health Organization, "Depression"

      24 Jiang, H., "Computational and Mathematical Methods in Medicine 2018" 6508319-, 2018

      25 France, D., "Acoustical Properties of Speech as Indicators of Depression and Suicidal Risk" 47 (47): 829-837, 2000

      26 Nilsome, A., "Acoustic Analysis of Speech Variables during Depression and after Improvement under Antidepressants" 76 (76): 235-245, 1987

      27 Reangsing, C., "A study of Mental Health Factors as Related to Learning Behaviors among the First Year Students at Mae Fah Luang University" 41 (41): 122-132, 2014

      28 Picus Sizhi Ding, "A Typological Study of Tonal Systems of Japanese and Prinmi: Towards a Definition of Pitch-accent Languages" 언어연구소 7 (7): 1-35, 2006

      29 Losada, D., "A Test Collection for Research on Depression and Language Use" Springer 28-39, 2016

      30 Chunjam, S., "A Survey of Depression Research in Thailand Conducted between 1967-2005 (B.E. 2517-2550)" 17 (17): 412-429, 2011

      31 Cummins, N., "A Review of Depression and Suicide Risk Assessment Using Speech Analysis" 71 : 10-49, 2015

      32 Chen, Y., "A Corpus-Based Study of Depressive Language in Online Teen Health Communications" University of Nottingham 2017

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2027 평가예정 재인증평가 신청대상 (재인증)
      2021-01-01 평가 등재학술지 유지 (재인증) KCI등재
      2018-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2015-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2011-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2010-11-30 학회명변경 한글명 : 언어번역연구소 -> 언어연구소
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      2010-11-25 학술지명변경 한글명 : Journal of Language & Translation -> Journal of Universal Language KCI등재
      2009-01-12 학회명변경 한글명 : 언어연구소 -> 언어번역연구소
      영문명 : Language Research Institute -> Language & Translation Research Institute
      KCI등재
      2008-09-30 학술지명변경 한글명 : Journal of Universal Language -> Journal of Language & Translation KCI등재
      2008-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2007-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2005-01-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.29 0.29 0.27
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.19 0.15 0.404 0.11
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