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Volumn 1, Issue , 2012, Pages 262-265

Speaker personality classification using systems based on acoustic-lexical cues and an optimal tree-structured Bayesian network

Author keywords

Bayesian network structure learning; Gaussian mixture models; Speaker personality classification; Within class covariance normalization

Indexed keywords

ACOUSTIC FEATURES; AUTOMATIC CLASSIFICATION; BAYESIAN NETWORK STRUCTURE; CLASSIFICATION PERFORMANCE; GAUSSIAN MIXTURE MODEL; LEXICAL FEATURES; LOGISTIC REGRESSIONS; WITHIN-CLASS COVARIANCE;

EID: 84878382527     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (10)

References (17)
  • 2
    • 84878389512 scopus 로고    scopus 로고
    • Automatic speaker age and gender recognition using acoustic and prosodic level information fusion
    • M. Li, K. J. Han, and S. Narayanan, "Automatic speaker age and gender recognition using acoustic and prosodic level information fusion," Computer, Speech, and Language, 2012.
    • (2012) Computer, Speech, and Language
    • Li, M.1    Han, K.J.2    Narayanan, S.3
  • 3
    • 34147118994 scopus 로고
    • Towards an adequate taxonomy of personality attributes: Replicated factor structure in peer nomination personality rating
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    • Norman, W.T.1
  • 5
    • 33846817030 scopus 로고    scopus 로고
    • Measuring personality in one minute or less: A 10-item short version of the big five inventory in English and German
    • B. Rammstedt and O.P. John, "Measuring personality in one minute or less: A 10-item short version of the Big Five Inventory in English and German," Journal of Research in Personality, vol. 41, no. 1, pp. 203-212, 2007.
    • (2007) Journal of Research in Personality , vol.41 , Issue.1 , pp. 203-212
    • Rammstedt, B.1    John, O.P.2
  • 6
    • 84878392511 scopus 로고    scopus 로고
    • The interspeech 2012 speaker trait challenge
    • B. Schuller et al, "The Interspeech 2012 Speaker Trait Challenge," in Interspeech, 2012.
    • (2012) Interspeech
    • Schuller, B.1
  • 7
    • 38349184781 scopus 로고    scopus 로고
    • Using linguistic cues for the automatic recognition of personality in conversation and text
    • F. Mairesse, M.A. Walker, M.R. Mehl, and R.K. Moore, "Using linguistic cues for the automatic recognition of personality in conversation and text," Journal of Artificial Intelligence Research, vol. 30, no. 1, pp. 457-500, 2007.
    • (2007) Journal of Artificial Intelligence Research , vol.30 , Issue.1 , pp. 457-500
    • Mairesse, F.1    Walker, M.A.2    Mehl, M.R.3    Moore, R.K.4
  • 8
  • 9
    • 44949114401 scopus 로고    scopus 로고
    • Within-class covariance Normalization for SVM-based speaker recognition
    • A.O. Hatch, S. Kajarekar, and A. Stolcke, "Within-class covariance normalization for SVM-based speaker recognition," in ICSLP, 2006.
    • (2006) ICSLP
    • Hatch, A.O.1    Kajarekar, S.2    Stolcke, A.3
  • 10
    • 84984423983 scopus 로고
    • Personality inference from voice quality: The loud voice of extroversion
    • K.R. Scherer, "Personality inference from voice quality: The loud voice of extroversion," European Journal of Social Psychology, vol. 8, no. 4, pp. 467-487, 1978.
    • (1978) European Journal of Social Psychology , vol.8 , Issue.4 , pp. 467-487
    • Scherer, K.R.1
  • 12
  • 13
    • 84865718573 scopus 로고    scopus 로고
    • Carnegie Mellon University Pittsburgh, USA
    • Carnegie Mellon University, "Sphinx-3," Pittsburgh, USA.
    • Sphinx-3
  • 15
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    • Approximating discrete probability distributions with dependence trees
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    • Chow, C.1    Liu, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.