{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,15]],"date-time":"2025-04-15T13:35:30Z","timestamp":1744724130794,"version":"3.40.3"},"publisher-location":"Cham","reference-count":35,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319707716"},{"type":"electronic","value":"9783319707723"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-70772-3_25","type":"book-chapter","created":{"date-parts":[[2017,11,3]],"date-time":"2017-11-03T02:58:27Z","timestamp":1509677907000},"page":"261-271","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Detecting Depression in Speech Under Different Speaking Styles and Emotional Valences"],"prefix":"10.1007","author":[{"given":"Zhenyu","family":"Liu","sequence":"first","affiliation":[]},{"given":"Bin","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Xiaoyu","family":"Li","sequence":"additional","affiliation":[]},{"given":"Fei","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Gang","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Jing","family":"Yang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,11,4]]},"reference":[{"key":"25_CR1","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1016\/j.jad.2015.05.040","volume":"184","author":"WL Toh","year":"2015","unstructured":"Toh, W.L., Thomas, N., Rossell, S.L.: Auditory verbal hallucinations in bipolar disorder (BD) and major depressive disorder (MDD): a systematic review. J. Affect. Disord. 184, 18\u201328 (2015)","journal-title":"J. Affect. Disord."},{"key":"25_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/1744-9081-6-1","volume":"6","author":"Y Zhang","year":"2010","unstructured":"Zhang, Y., Zhang, C., Yuan, G., Yao, J., Cheng, Z., Liu, C., et al.: Effect of tryptophan hydroxylase-2 rs7305115 SNP on suicide attempts risk in major depression. Behav. Brain Funct. 6, 1 (2010)","journal-title":"Behav. Brain Funct."},{"key":"25_CR3","doi-asserted-by":"publisher","first-page":"1478","DOI":"10.1161\/01.STR.24.10.1478","volume":"24","author":"F Angeleri","year":"1993","unstructured":"Angeleri, F., Angeleri, V.A., Foschi, N., Giaquinto, S., Nolfe, G.: The influence of depression, social activity, and family stress on functional outcome after stroke. Stroke 24, 1478\u20131483 (1993)","journal-title":"Stroke"},{"key":"25_CR4","unstructured":"http:\/\/www.who.int\/mental_health\/management\/depression\/en\/"},{"key":"25_CR5","doi-asserted-by":"publisher","first-page":"508","DOI":"10.1001\/archpsyc.1965.01730060026004","volume":"13","author":"W Zumg","year":"1965","unstructured":"Zumg, W., Richards, C., Short, M.: Self-rating depression scale in an outpatient clinic: further validation of the SDS. Arch. Gen. Psychiatry 13, 508\u2013515 (1965)","journal-title":"Arch. Gen. Psychiatry"},{"key":"25_CR6","doi-asserted-by":"crossref","unstructured":"Cohn, J.F., Kruez, T.S., Matthews, I., Yang, Y., Nguyen, M.H., Padilla, M.T., et al.: Detecting depression from facial actions and vocal prosody. In: 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops. ACII 2009, pp. 1\u20137 (2009)","DOI":"10.1109\/ACII.2009.5349358"},{"key":"25_CR7","doi-asserted-by":"crossref","unstructured":"Cummins, N., Epps, J., Breakspear, M., Goecke, R.: An investigation of depressed speech detection: features and normalization. In: Interspeech, pp. 2997\u20133000 (2011)","DOI":"10.21437\/Interspeech.2011-750"},{"key":"25_CR8","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1016\/j.jneuroling.2006.04.001","volume":"20","author":"JC Mundt","year":"2007","unstructured":"Mundt, J.C., Snyder, P.J., Cannizzaro, M.S., Chappie, K., Geralts, D.S.: Voice acoustic measures of depression severity and treatment response collected via interactive voice response (IVR) technology. J. Neurolinguist. 20, 50\u201364 (2007)","journal-title":"J. Neurolinguist."},{"key":"25_CR9","doi-asserted-by":"crossref","unstructured":"Scherer, S., Stratou, G., Morency, L.-P.: Audiovisual behavior descriptors for depression assessment. In: Proceedings of the 15th ACM on International Conference on Multimodal Interaction, pp. 135\u2013140 (2013)","DOI":"10.1145\/2522848.2522886"},{"key":"25_CR10","doi-asserted-by":"publisher","first-page":"684","DOI":"10.1016\/S0140-6736(72)92090-9","volume":"300","author":"D Kupfer","year":"1972","unstructured":"Kupfer, D., Foster, F.G.: Interval between onset of sleep and rapid-eye-movement sleep as an indicator of depression. Lancet 300, 684\u2013686 (1972)","journal-title":"Lancet"},{"key":"25_CR11","doi-asserted-by":"publisher","first-page":"545","DOI":"10.1146\/annurev.psych.53.100901.135148","volume":"53","author":"RJ Davidson","year":"2002","unstructured":"Davidson, R.J., Pizzagalli, D., Nitschke, J.B., Putnam, K.: Depression: perspectives from affective neuroscience. Annu. Rev. Psychol. 53, 545\u2013574 (2002)","journal-title":"Annu. Rev. Psychol."},{"key":"25_CR12","doi-asserted-by":"publisher","first-page":"1530","DOI":"10.1109\/TBME.2004.827544","volume":"51","author":"A Ozdas","year":"2004","unstructured":"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. 51, 1530\u20131540 (2004)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"25_CR13","doi-asserted-by":"publisher","first-page":"580","DOI":"10.1016\/j.biopsych.2012.03.015","volume":"72","author":"JC Mundt","year":"2012","unstructured":"Mundt, J.C., Vogel, A.P., Feltner, D.E., Lenderking, W.R.: Vocal acoustic biomarkers of depression severity and treatment response. Biol. Psychiatry 72, 580\u2013587 (2012)","journal-title":"Biol. Psychiatry"},{"key":"25_CR14","doi-asserted-by":"publisher","first-page":"716","DOI":"10.1121\/1.396114","volume":"83","author":"A Nilsonne","year":"1988","unstructured":"Nilsonne, A., Sundberg, J., Ternstrom, S., Askenfelt, A.: Measuring the rate of change of voice fundamental frequency in fluent speech during mental depression. J. Acoust. Soc. Am. 83, 716\u2013728 (1988)","journal-title":"J. Acoust. Soc. Am."},{"key":"25_CR15","doi-asserted-by":"publisher","first-page":"96","DOI":"10.1109\/TBME.2007.900562","volume":"55","author":"E Moore","year":"2008","unstructured":"Moore, E., Clements, M.A., 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. 55, 96\u2013107 (2008)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"25_CR16","doi-asserted-by":"crossref","unstructured":"Alghowinem, S., Goecke, R., Wagner, M., Epps, J., Gedeon, T., Breakspear, M., et al.: A comparative study of different classifiers for detecting depression from spontaneous speech. In: 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 8022\u20138026 (2013)","DOI":"10.1109\/ICASSP.2013.6639227"},{"key":"25_CR17","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1109\/TBME.2012.2228646","volume":"60","author":"KEB Ooi","year":"2013","unstructured":"Ooi, K.E.B., Lech, M., Allen, N.B.: Multichannel weighted speech classification system for prediction of major depression in adolescents. IEEE Trans. Biomed. Eng. 60, 497\u2013506 (2013)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"25_CR18","doi-asserted-by":"crossref","unstructured":"Cummins, N., Epps, J., Ambikairajah, E.: Spectro-temporal analysis of speech affected by depression and psychomotor retardation. In: 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 7542\u20137546 (2013)","DOI":"10.1109\/ICASSP.2013.6639129"},{"key":"25_CR19","unstructured":"Kinnunen, T., Lee, K.-A., Li, H.: Dimension reduction of the modulation spectrogram for speaker verification. In: Odyssey, p. 30 (2008)"},{"key":"25_CR20","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1037\/0022-0663.84.2.193","volume":"84","author":"Z Breznitz","year":"1992","unstructured":"Breznitz, Z., Share, D.L.: Effects of accelerated reading rate on memory for text. J. Educ. Psychol. 84, 193 (1992)","journal-title":"J. Educ. Psychol."},{"key":"25_CR21","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1016\/S0165-0327(00)00335-9","volume":"66","author":"M Alpert","year":"2001","unstructured":"Alpert, M., Pouget, E.R., Silva, R.R.: Reflections of depression in acoustic measures of the patient\u2019s speech. J. Affect. Disord. 66, 59\u201369 (2001)","journal-title":"J. Affect. Disord."},{"key":"25_CR22","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1111\/j.2044-8260.1989.tb00813.x","volume":"28","author":"A Calev","year":"1989","unstructured":"Calev, A., Nigal, D., Chazan, S.: Retrieval from semantic memory using meaningful and meaningless constructs by depressed, stable bipolar and manic patients. Br. J. Clin. Psychol. 28, 67\u201373 (1989)","journal-title":"Br. J. Clin. Psychol."},{"key":"25_CR23","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1016\/0010-440X(92)90077-4","volume":"33","author":"P Vanger","year":"1992","unstructured":"Vanger, P., Summerfield, A.B., Rosen, B., Watson, J.: Effects of communication content on speech behavior of depressives. Compr. Psychiatry 33, 39\u201341 (1992)","journal-title":"Compr. Psychiatry"},{"key":"25_CR24","doi-asserted-by":"crossref","unstructured":"Shankayi, R., Vali, M., Salimi, M., Malekshahi, M.: Identifying depressed from healthy cases using speech processing. In: 19th Iranian Conference of Biomedical Engineering (ICBME), pp. 191\u2013194 (2012)","DOI":"10.1109\/ICBME.2012.6519689"},{"key":"25_CR25","doi-asserted-by":"publisher","first-page":"606","DOI":"10.1046\/j.1525-1497.2001.016009606.x","volume":"16","author":"K Kroenke","year":"2001","unstructured":"Kroenke, K., Spitzer, R.L., Williams, J.B.: The PHQ-9: validity of a brief depression severity measure. J. Gen. Intern. Med. 16, 606\u2013613 (2001)","journal-title":"J. Gen. Intern. Med."},{"key":"25_CR26","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1136\/jnnp.23.1.56","volume":"23","author":"M Hamilton","year":"1960","unstructured":"Hamilton, M.: A rating scale for depression. J. Neurol. Neurosurg. Psychiatry 23, 56\u201362 (1960)","journal-title":"J. Neurol. Neurosurg. Psychiatry"},{"key":"25_CR27","unstructured":"http:\/\/ir.dlut.edu.cn\/Group.aspx?ID=4"},{"key":"25_CR28","unstructured":"http:\/\/www.datatang.com\/data\/43216"},{"key":"25_CR29","first-page":"40","volume":"25","author":"X Gong","year":"2011","unstructured":"Gong, X., Huang, Y., Wang, Y., Luo, Y.: Revision of the Chinese facial affective picture system. Chin. Ment. Health J. 25, 40\u201346 (2011)","journal-title":"Chin. Ment. Health J."},{"key":"25_CR30","doi-asserted-by":"publisher","first-page":"314","DOI":"10.1176\/appi.ajp.158.2.314","volume":"158","author":"M-LP Martinot","year":"2001","unstructured":"Martinot, M.-L.P., Bragulat, V., Artiges, E., Doll\u00e9, F., Hinnen, F., Jouvent, R., et al.: Decreased presynaptic dopamine function in the left caudate of depressed patients with affective flattening and psychomotor retardation. Am. J. Psychiatry 158, 314\u2013316 (2001)","journal-title":"Am. J. Psychiatry"},{"key":"25_CR31","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1146\/annurev.neuro.31.060407.125618","volume":"32","author":"L Clark","year":"2009","unstructured":"Clark, L., Chamberlain, S.R., Sahakian, B.J.: Neurocognitive mechanisms in depression: implications for treatment. Annu. Rev. Neurosci. 32, 57\u201374 (2009)","journal-title":"Annu. Rev. Neurosci."},{"key":"25_CR32","doi-asserted-by":"crossref","unstructured":"H\u00f6nig, F., Batliner, A., N\u00f6th, E., Schnieder, S., Krajewski, J.: Automatic modelling of depressed speech: relevant features and relevance of gender. In: Fifteenth Annual Conference of the International Speech Communication Association, pp. 1248\u20131252 (2014)","DOI":"10.21437\/Interspeech.2014-313"},{"key":"25_CR33","doi-asserted-by":"publisher","first-page":"234","DOI":"10.1111\/1471-6402.t01-1-00006","volume":"26","author":"L Smolak","year":"2002","unstructured":"Smolak, L., Munstertieger, B.F.: The relationship of gender and voice to depression and eating disorders. Psychol. Women Q. 26, 234\u2013241 (2002)","journal-title":"Psychol. Women Q."},{"key":"25_CR34","doi-asserted-by":"publisher","first-page":"574","DOI":"10.1109\/TBME.2010.2091640","volume":"58","author":"LSA Low","year":"2011","unstructured":"Low, L.S.A., Maddage, N.C., Lech, M., Sheeber, L.B., Allen, N.B.: Detection of clinical depression in adolescents\u2019 speech during family interactions. IEEE Trans. Biomed. Eng. 58, 574\u2013586 (2011)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"25_CR35","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1007\/BF02253071","volume":"20","author":"H Ellgring","year":"1996","unstructured":"Ellgring, H., Scherer, K.R.: Vocal indicators of mood change in depression. J. Nonverbal Behav. 20, 83\u2013110 (1996)","journal-title":"J. Nonverbal Behav."}],"container-title":["Lecture Notes in Computer Science","Brain Informatics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-70772-3_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T18:21:11Z","timestamp":1710267671000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-70772-3_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319707716","9783319707723"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-70772-3_25","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"4 November 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"BI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Brain Informatics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Beijing","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 November 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 November 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"brain2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/bii.ia.ac.cn\/bi-2017\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}