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Volumn 55, Issue 1, 2008, Pages 96-107

Critical analysis of the impact of glottal features in the classification of clinical depression in speech

Author keywords

Affect; Depression; Glottal; Prosodics; Vocal tract; Voice source

Indexed keywords

FEATURE EXTRACTION; SPEECH PROCESSING; SPEECH SYNTHESIS; WAVEFORM ANALYSIS;

EID: 37349079113     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2007.900562     Document Type: Article
Times cited : (175)

References (47)
  • 1
    • 20344374645 scopus 로고    scopus 로고
    • Prevalence, severity, and comorbidity of twelve-month dsm-iv disorders in the national comorbidity survey replication (ncs-r)
    • R. C. Kessler, W. T. Chiu, O. Demler, and E. E. Walters, "Prevalence, severity, and comorbidity of twelve-month dsm-iv disorders in the national comorbidity survey replication (ncs-r)," Arch. General Psych., vol. 63, no. 6, pp. 617-627, 2005.
    • (2005) Arch. General Psych , vol.63 , Issue.6 , pp. 617-627
    • Kessler, R.C.1    Chiu, W.T.2    Demler, O.3    Walters, E.E.4
  • 2
    • 0010240507 scopus 로고    scopus 로고
    • National Institute of Mental Health, Online, Available
    • National Institute of Mental Health, "The numbers count: Mental illness in America," 2006 [Online]. Available: http://www.nimh.nih.gov/ publicat/numbers.cfm
    • (2006) The numbers count: Mental illness in America
  • 4
    • 0028875894 scopus 로고
    • Suicide and aging I: Patterns of psychiatric diagnosis
    • Y. Conwell and D. Brent, "Suicide and aging I: Patterns of psychiatric diagnosis," Int. Psychogeriatrics, vol. 7, no. 2, pp. 149-164, 1995.
    • (1995) Int. Psychogeriatrics , vol.7 , Issue.2 , pp. 149-164
    • Conwell, Y.1    Brent, D.2
  • 5
    • 0032945872 scopus 로고    scopus 로고
    • Prevalence of suicide ideation and suicide attempts in nine countries
    • M. M. Weissman et al., "Prevalence of suicide ideation and suicide attempts in nine countries," Psychol. Med., vol. 29, no. 1, pp. 9-17, 1999.
    • (1999) Psychol. Med , vol.29 , Issue.1 , pp. 9-17
    • Weissman, M.M.1
  • 8
    • 0021839531 scopus 로고
    • Evidence for the independent function of intonation contour type, voice quality, and f0 range in signaling speaker affect
    • K. Scherer, F. Tolkmitt, G. Bergmann, K. E. A. Silverman, and D. R. Ladd, "Evidence for the independent function of intonation contour type, voice quality, and f0 range in signaling speaker affect," J. Acoust. Soc. Amer., vol. 78, pp. 435-444, 1985.
    • (1985) J. Acoust. Soc. Amer , vol.78 , pp. 435-444
    • Scherer, K.1    Tolkmitt, F.2    Bergmann, G.3    Silverman, K.E.A.4    Ladd, D.R.5
  • 9
    • 0022688124 scopus 로고
    • Vocal affect expression: A review and a model for future research
    • K. Scherer, "Vocal affect expression: A review and a model for future research," Psychol. Bulletin, vol. 99, pp. 143-165, 1986.
    • (1986) Psychol. Bulletin , vol.99 , pp. 143-165
    • Scherer, K.1
  • 12
    • 1542374322 scopus 로고    scopus 로고
    • Objectively measurable descriptors of speech,
    • Ph.D. dissertation, Dept. Electr. Comp. Eng, Georgia Inst. Technol, Atlanta, GA
    • B. F. Necioglu, "Objectively measurable descriptors of speech," Ph.D. dissertation, Dept. Electr. Comp. Eng., Georgia Inst. Technol., Atlanta, GA, 1998.
    • (1998)
    • Necioglu, B.F.1
  • 13
    • 0030352957 scopus 로고    scopus 로고
    • Automatic statistical analysis of the signal and prosodic signs of emotion in speech
    • R. Cowie and E. Douglass-Cowie, "Automatic statistical analysis of the signal and prosodic signs of emotion in speech," in Proc. 4th Int. Conf. Spoken Language Process., 1996, vol. 3, pp. 1989-1992.
    • (1996) Proc. 4th Int. Conf. Spoken Language Process , vol.3 , pp. 1989-1992
    • Cowie, R.1    Douglass-Cowie, E.2
  • 15
    • 0000989095 scopus 로고
    • Communication emotion: The role of prosodic features
    • R. Frick, "Communication emotion: The role of prosodic features," Psychol. Bulletin, vol. 97, pp. 412-429, 1985.
    • (1985) Psychol. Bulletin , vol.97 , pp. 412-429
    • Frick, R.1
  • 16
    • 0033708799 scopus 로고    scopus 로고
    • Verbal and non-verbal cues in the communication of emotions
    • T. S. Polzin, "Verbal and non-verbal cues in the communication of emotions," in Proc. IEEE Int. Conf. Acoust. Speech Signal Process., 2000, vol. 4, pp. 2429-2432.
    • (2000) Proc. IEEE Int. Conf. Acoust. Speech Signal Process , vol.4 , pp. 2429-2432
    • Polzin, T.S.1
  • 19
    • 0030283484 scopus 로고    scopus 로고
    • Towards a definition and working model of stress and its effects on speech
    • I. R. Murray, C. Baber, and A. South, "Towards a definition and working model of stress and its effects on speech," Speech Commun., vol. 20, pp. 3-12, 1996.
    • (1996) Speech Commun , vol.20 , pp. 3-12
    • Murray, I.R.1    Baber, C.2    South, A.3
  • 21
    • 0030283741 scopus 로고    scopus 로고
    • Analysis and compensation of speech under stress and noise for environmental robustness in speech recognition
    • J. H. L. Hansen, "Analysis and compensation of speech under stress and noise for environmental robustness in speech recognition," Speech Commun., vol. 20, pp. 151-173, 1996.
    • (1996) Speech Commun , vol.20 , pp. 151-173
    • Hansen, J.H.L.1
  • 22
    • 37349006073 scopus 로고
    • Verbal indicators of depression
    • Z. Breznitz, "Verbal indicators of depression," J. General Psychol., vol. 76, pp. 235-245, 1992.
    • (1992) J. General Psychol , vol.76 , pp. 235-245
    • Breznitz, Z.1
  • 24
    • 0019850974 scopus 로고
    • Voice pitch measurements in schizophrenia and depression
    • J. Leff and E. Abberton, "Voice pitch measurements in schizophrenia and depression," Psychol. Med., vol. 11, pp. 849-852, 1981.
    • (1981) Psychol. Med , vol.11 , pp. 849-852
    • Leff, J.1    Abberton, E.2
  • 25
    • 0023857861 scopus 로고
    • Measuring the rate of change of voice fundamental frequency in fluent speech during mental depression
    • A. Nilsonne, J. Sundberg, S. Ternstrom, and A. Askenfelt, "Measuring the rate of change of voice fundamental frequency in fluent speech during mental depression," J. Acoust. Soc. Amer., vol. 83, no. 2, pp. 716-728, 1988.
    • (1988) J. Acoust. Soc. Amer , vol.83 , Issue.2 , pp. 716-728
    • Nilsonne, A.1    Sundberg, J.2    Ternstrom, S.3    Askenfelt, A.4
  • 26
    • 0033945387 scopus 로고    scopus 로고
    • Acoustical properties of speech as indicators of depression and suicidal risk
    • Jul
    • D. J. France, R. G. Shiavi, S. Silverman, M. Silverman, and D. M. Wilkes, "Acoustical properties of speech as indicators of depression and suicidal risk," IEEE Trans. Biomed. Eng., vol. 47, no. 7, pp. 829-837, Jul. 2000.
    • (2000) IEEE Trans. Biomed. Eng , vol.47 , Issue.7 , pp. 829-837
    • France, D.J.1    Shiavi, R.G.2    Silverman, S.3    Silverman, M.4    Wilkes, D.M.5
  • 28
    • 37349012069 scopus 로고    scopus 로고
    • Evaluating objective feature statistics of speech as indicators of vocal affect and depression,
    • Ph.D. dissertation, Dept. Electr. Comp. Eng, Georgia Inst. Technol, Atlanta, GA
    • E. Moore, II, "Evaluating objective feature statistics of speech as indicators of vocal affect and depression," Ph.D. dissertation, Dept. Electr. Comp. Eng., Georgia Inst. Technol., Atlanta, GA, 2003.
    • (2003)
    • Moore II, E.1
  • 31
    • 0029030164 scopus 로고
    • Analysis of the glottal excitation of emotionally stressed speech
    • K. Cummings and M. Clements, "Analysis of the glottal excitation of emotionally stressed speech," J. Acoust. Soc. Amer., vol. 98, pp. 88-98, 1995.
    • (1995) J. Acoust. Soc. Amer , vol.98 , pp. 88-98
    • Cummings, K.1    Clements, M.2
  • 32
    • 4143060162 scopus 로고    scopus 로고
    • Investigation of vocal jitter and glottal flow spectrum as possible cues for depression and near-term suicidal risk
    • Sep
    • A. Ozdas, R. G. Shiavi, S. E. Silverman, M. K. Silverman, and D. M. Wilkes, "Investigation of vocal jitter and glottal flow spectrum as possible cues for depression and near-term suicidal risk," IEEE Trans. Biomed. Eng., vol. 51, no. 9, pp. 1530-1540, Sep. 2004.
    • (2004) IEEE Trans. Biomed. Eng , vol.51 , Issue.9 , pp. 1530-1540
    • Ozdas, A.1    Shiavi, R.G.2    Silverman, S.E.3    Silverman, M.K.4    Wilkes, D.M.5
  • 33
    • 1542330796 scopus 로고    scopus 로고
    • Investigating the role of glottal features in classifying clinical depression
    • E. Moore, II, M. Clements, J. Peifer, and L. Weisser, "Investigating the role of glottal features in classifying clinical depression," in Proc. 25th Annu. Conf. Eng. Med. Biol., 2003, vol. 3, pp. 2849-2852.
    • (2003) Proc. 25th Annu. Conf. Eng. Med. Biol , vol.3 , pp. 2849-2852
    • Moore II, E.1    Clements, M.2    Peifer, J.3    Weisser, L.4
  • 34
    • 11044226967 scopus 로고    scopus 로고
    • Comparing objective feature statistics of speech for classifying clinical depression
    • E. Moore, II, M. Clements, J. Peifer, and L. Weisser, "Comparing objective feature statistics of speech for classifying clinical depression," in Proc. 26th Annu. Conf. Eng. Med. Biol., 2004, vol. 1, pp. 17-20.
    • (2004) Proc. 26th Annu. Conf. Eng. Med. Biol , vol.1 , pp. 17-20
    • Moore II, E.1    Clements, M.2    Peifer, J.3    Weisser, L.4
  • 35
    • 0015488387 scopus 로고
    • The sift algorithm for fundamental frequency estimation
    • Dec
    • J. Markel, "The sift algorithm for fundamental frequency estimation," IEEE Trans. Audio Electroacoust., vol. AU-20, no. 5, pp. 367-377, Dec. 1972.
    • (1972) IEEE Trans. Audio Electroacoust , vol.AU-20 , Issue.5 , pp. 367-377
    • Markel, J.1
  • 36
    • 0019606239 scopus 로고
    • Some notes on closed phase glottal inverse filtering
    • Aug
    • J. Deller, "Some notes on closed phase glottal inverse filtering," IEEE Trans. Acoust. Speech Signal Process., vol. ASSP-29, no. 4, pp. 917-919, Aug. 1981.
    • (1981) IEEE Trans. Acoust. Speech Signal Process , vol.ASSP-29 , Issue.4 , pp. 917-919
    • Deller, J.1
  • 38
    • 0018653975 scopus 로고
    • Least squares glottal inverse filtering from the acoustic speech waveform
    • Aug
    • D. Wong, J. Markel, and A. Gray, "Least squares glottal inverse filtering from the acoustic speech waveform," IEEE Trans. Acoust. Speech Signal Process., vol. ASSP-27, no. 4, pp. 350-355, Aug. 1979.
    • (1979) IEEE Trans. Acoust. Speech Signal Process , vol.ASSP-27 , Issue.4 , pp. 350-355
    • Wong, D.1    Markel, J.2    Gray, A.3
  • 40
    • 4544383422 scopus 로고    scopus 로고
    • Algorithm for automatic glottal waveform estimation without the reliance on precise glottal closure information
    • E. Moore, II and M. Clements, "Algorithm for automatic glottal waveform estimation without the reliance on precise glottal closure information," in Proc. IEEE Int. Conf. Acoust. Speech Signal Process., 2004, vol. 1, pp. 101-104.
    • (2004) Proc. IEEE Int. Conf. Acoust. Speech Signal Process , vol.1 , pp. 101-104
    • Moore II, E.1    Clements, M.2
  • 41
    • 0030352936 scopus 로고    scopus 로고
    • A frequency domain method for parameterizationi of the voice source
    • P. Alku and E. Vilkman, "A frequency domain method for parameterizationi of the voice source," in Proc. Int. Conf. Spoken Language Process., 1996, vol. 3, pp. 1569-1572.
    • (1996) Proc. Int. Conf. Spoken Language Process , vol.3 , pp. 1569-1572
    • Alku, P.1    Vilkman, E.2
  • 42
    • 33747109882 scopus 로고    scopus 로고
    • An amplitude quotient based method to analyze changes in the shape of the glottal puse in the regulation of vocal intensity
    • Aug
    • P. Alku, M. Airas, E. Bjorkner, and J. Sundberg, "An amplitude quotient based method to analyze changes in the shape of the glottal puse in the regulation of vocal intensity," J. Acoust. Soc. Amer., vol. 120, no. 2, pp. 1052-1062, Aug. 2006.
    • (2006) J. Acoust. Soc. Amer , vol.120 , Issue.2 , pp. 1052-1062
    • Alku, P.1    Airas, M.2    Bjorkner, E.3    Sundberg, J.4
  • 43
    • 0031023993 scopus 로고    scopus 로고
    • Glottal characteristics of female speakers: Acoustic correlates
    • H. M. Hanson, "Glottal characteristics of female speakers: Acoustic correlates," J. Acoust. Soc. Amer., vol. 101, no. 1, pp. 466-481, 1997.
    • (1997) J. Acoust. Soc. Amer , vol.101 , Issue.1 , pp. 466-481
    • Hanson, H.M.1
  • 44
    • 0032797217 scopus 로고    scopus 로고
    • Glottal characteristics of male speakers: Acoustic correlates and comparison with female data
    • H. M. Hanson and E. S. Chuang, "Glottal characteristics of male speakers: Acoustic correlates and comparison with female data," J. Acoust. Soc. Amer., vol. 106, no. 2, pp. 1064-1077, 1999.
    • (1999) J. Acoust. Soc. Amer , vol.106 , Issue.2 , pp. 1064-1077
    • Hanson, H.M.1    Chuang, E.S.2
  • 45
    • 0025372835 scopus 로고
    • Unification of perturbation measures in speech signals
    • I. R. Titze and N. B. Pinto, "Unification of perturbation measures in speech signals," J. Acoust. Soc. Amer., vol. 87, no. 3, pp. 1278-1289, 1990.
    • (1990) J. Acoust. Soc. Amer , vol.87 , Issue.3 , pp. 1278-1289
    • Titze, I.R.1    Pinto, N.B.2
  • 47
    • 0001974855 scopus 로고
    • Voice quality changes in depression
    • W. Hargreaves and J. Starkweather, "Voice quality changes in depression," Language Speech, vol. 7, pp. 218-220, 1965.
    • (1965) Language Speech , vol.7 , pp. 218-220
    • Hargreaves, W.1    Starkweather, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.