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Volumn 15, Issue 11, 2015, Pages 28070-28087

Smartphone application for the analysis of prosodic features in running speech with a focus on bipolar disorders: System performance evaluation and case study

Author keywords

Bipolar disorders; Fundamental frequency; Pitch strength; Smartphone application; Voice monitoring system; Voice segmentation

Indexed keywords

ARTIFICIAL INTELLIGENCE; AUDIO RECORDINGS; DECISION SUPPORT SYSTEMS; MONITORING; NATURAL FREQUENCIES; SIGNAL ENCODING; SMARTPHONES; SPEECH;

EID: 84946605577     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s151128070     Document Type: Article
Times cited : (38)

References (34)
  • 1
    • 84938869260 scopus 로고    scopus 로고
    • Neuroprogression and Cognitive Functioning in Bipolar dDisorder: A Systematic Review
    • Cardoso, T.; Bauer, I.; Meyer, T.; Kapczinski, F.; Soares, J. Neuroprogression and Cognitive Functioning in Bipolar dDisorder: A Systematic Review. Curr. Psychiatry Rep. 2015, 17, 75.
    • (2015) Curr. Psychiatry Rep , vol.17 , pp. 75
    • Cardoso, T.1    Bauer, I.2    Meyer, T.3    Kapczinski, F.4    Soares, J.5
  • 2
    • 84925965345 scopus 로고    scopus 로고
    • Toward stratified treatments for bipolar disorders
    • Hasler, G.; Wolf, A. Toward stratified treatments for bipolar disorders. Eur. Neuropsychopharmacol. 2015, 25, 283-294.
    • (2015) Eur. Neuropsychopharmacol , vol.25 , pp. 283-294
    • Hasler, G.1    Wolf, A.2
  • 4
    • 0036890443 scopus 로고    scopus 로고
    • Neuropsychology of bipolar disorder: A review
    • Quraishi, S.; Frangou, S. Neuropsychology of bipolar disorder: A review. J. Affect. Disord. 2002, 72, 209-226.
    • (2002) J. Affect. Disord , vol.72 , pp. 209-226
    • Quraishi, S.1    Frangou, S.2
  • 6
    • 78650547482 scopus 로고    scopus 로고
    • Strategies for monitoring outcomes in patients with bipolar disorder
    • Ketter, T. Strategies for monitoring outcomes in patients with bipolar disorder. Prim. Care Companion J. Clin. Psychiatry 2010, 12, 10-16.
    • (2010) Prim. Care Companion J. Clin. Psychiatry , vol.12 , pp. 10-16
    • Ketter, T.1
  • 12
    • 0029083813 scopus 로고
    • Expression of emotion in voice and music
    • Scherer, K.R. Expression of emotion in voice and music. J. Voice 1995, 9, 235-248.
    • (1995) J. Voice , vol.9 , pp. 235-248
    • Scherer, K.R.1
  • 14
    • 79952151964 scopus 로고    scopus 로고
    • Detection of clinical depression in adolescents’ speech during family interactions
    • Low, L.S.A.; Maddage, N.C.; Lech, M.; Sheeber, L.B.; Allen, N.B. Detection of clinical depression in adolescents’ speech during family interactions. IEEE Trans. Biomed. Eng. 2011, 58, 574-586.
    • (2011) IEEE Trans. Biomed. Eng , vol.58 , pp. 574-586
    • Low, L.S.A.1    Maddage, N.C.2    Lech, M.3    Sheeber, L.B.4    Allen, N.B.5
  • 15
    • 4544243929 scopus 로고    scopus 로고
    • Voice acoustical measurement of the severity of major depression
    • Cannizzaro, M.; Harel, B.; Reilly, N.; Chappell, P.; Snyder, P.J. Voice acoustical measurement of the severity of major depression. Brain Cogn. 2004, 56, 30-35.
    • (2004) Brain Cogn , vol.56 , pp. 30-35
    • Cannizzaro, M.1    Harel, B.2    Reilly, N.3    Chappell, P.4    Snyder, P.J.5
  • 16
    • 37349079113 scopus 로고    scopus 로고
    • Critical analysis of the impact of glottal features in the classification of clinical depression in speech
    • Moore, E.; Clements, M.; Peifer, J.W.; Weisser, L. Critical analysis of the impact of glottal features in the classification of clinical depression in speech. IEEE Trans. Biomed. Eng. 2008, 55, 96-107.
    • (2008) IEEE Trans. Biomed. Eng , vol.55 , pp. 96-107
    • Moore, E.1    Clements, M.2    Peifer, J.W.3    Weisser, L.4
  • 17
    • 4143060162 scopus 로고    scopus 로고
    • Investigation of vocal jitter and glottal flow spectrum as possible cues for depression and near-term suicidal risk
    • Ozdas, A.; Shiavi, R.G.; Silverman, S.E.; Silverman, M.K.; Wilkes, D.M. Investigation of vocal jitter and glottal flow spectrum as possible cues for depression and near-term suicidal risk. IEEE Trans. Biomed. Eng. 2004, 51, 1530-1540.
    • (2004) IEEE Trans. Biomed. Eng , vol.51 , pp. 1530-1540
    • Ozdas, A.1    Shiavi, R.G.2    Silverman, S.E.3    Silverman, M.K.4    Wilkes, D.M.5
  • 21
    • 84868156896 scopus 로고    scopus 로고
    • Mobile voice health monitoring using a wearable accelerometer sensor and a smartphone platform
    • Mehta, D.D.; Zañartu, M.; Feng, S.W.; Cheyne, H.A.; Hillman, R.E. Mobile voice health monitoring using a wearable accelerometer sensor and a smartphone platform. IEEE Trans. Biomed. Eng. 2012, 59, 3090-3096.
    • (2012) IEEE Trans. Biomed. Eng , vol.59 , pp. 3090-3096
    • Mehta, D.D.1    Zañartu, M.2    Feng, S.W.3    Cheyne, H.A.4    Hillman, R.E.5
  • 22
    • 29144461518 scopus 로고    scopus 로고
    • Adaptation of a Pocket PC for use as a wearable voice dosimeter
    • Popolo, P.S.; Svec, J.G.; Titze, I.R. Adaptation of a Pocket PC for use as a wearable voice dosimeter. J. Speech Lang. Hear. Res. 2005, 48, 780-791.
    • (2005) J. Speech Lang. Hear. Res , vol.48 , pp. 780-791
    • Popolo, P.S.1    Svec, J.G.2    Titze, I.R.3
  • 24
    • 52449117078 scopus 로고    scopus 로고
    • A sawtooth waveform inspired pitch estimator for speech and music
    • Camacho, A.; Harris, J.G. A sawtooth waveform inspired pitch estimator for speech and music. J. Acoust. Soc. Am. 2008, 124, 1638-1652.
    • (2008) J. Acoust. Soc. Am , vol.124 , pp. 1638-1652
    • Camacho, A.1    Harris, J.G.2
  • 25
    • 84920911977 scopus 로고    scopus 로고
    • Complexity index from a personalized wearable monitoring system for assessing remission in mental health
    • Lanata, A.; Valenza, G.; Nardelli, M.; Gentili, C.; Scilingo, E.P. Complexity index from a personalized wearable monitoring system for assessing remission in mental health. IEEE J. Biomed. Health Inf. 2015, 19, 132-139.
    • (2015) IEEE J. Biomed. Health Inf , vol.19 , pp. 132-139
    • Lanata, A.1    Valenza, G.2    Nardelli, M.3    Gentili, C.4    Scilingo, E.P.5
  • 26
    • 84900419715 scopus 로고    scopus 로고
    • Robust fundamental frequency estimation in sustained vowels: Detailed algorithmic comparisons and information fusion with adaptive Kalman filtering
    • Tsanas, A.; Zañartu, M.; Little, M.A.; Fox, C.; Ramig, L.O.; Clifford, G.D. Robust fundamental frequency estimation in sustained vowels: Detailed algorithmic comparisons and information fusion with adaptive Kalman filtering. J. Acoust. Soc. Am. 2014, 135, 2885-2901.
    • (2014) J. Acoust. Soc. Am , vol.135 , pp. 2885-2901
    • Tsanas, A.1    Zañartu, M.2    Little, M.A.3    Fox, C.4    Ramig, L.O.5    Clifford, G.D.6
  • 28
    • 84946589774 scopus 로고    scopus 로고
    • Swipe, (accessed on 24 July)
    • Gorman, K. Swipe. Available online: https://github.com/kylebgorman/swipe/blob/master/swipe.c(accessed on 24 July 2015).
    • (2015)
    • Gorman, K.1
  • 30
    • 20744449792 scopus 로고    scopus 로고
    • The design and implementation of FFTW3
    • Frigo, M.; Johnson, S.G. The design and implementation of FFTW3. IEEE Proc. 2005, 93, 216-231.
    • (2005) IEEE Proc , vol.93 , pp. 216-231
    • Frigo, M.1    Johnson, S.G.2
  • 31
    • 84946589775 scopus 로고    scopus 로고
    • (accessed on 24 July)
    • De Castro Lopo, E. Libsndfile. Available online: http://www.mega-nerd.com/libsndfile/ (accessed on 24 July 2015).
    • (2015)
    • De, C.L.1    Libsndfile, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.