메뉴 건너뛰기




Volumn , Issue , 2011, Pages 3213-3216

Drink and speak: On the automatic classification of alcohol intoxication by acoustic, prosodic and text-based features

Author keywords

Alcohol intoxication; GMM; System fusion

Indexed keywords

ALCOHOL INTOXICATION; AUTOMATIC CLASSIFICATION; AUTOMATIC DETECTION; AUTOMATIC SPEECH PROCESSING; BASELINE SYSTEMS; BLOOD LEVELS; BLOOD-ALCOHOL LEVELS; CASE CLASSIFICATION; CLASSIFICATION TASKS; FEATURE SETS; FEATURE TYPES; FEATURE VECTORS; GAUSSIAN CLASSIFIER; GMM; LOGISTIC REGRESSIONS; MEAN VECTOR; SPECTRAL OBSERVATIONS; TEST SETS; TEXT-BASED FEATURES;

EID: 84865702888     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (6)

References (21)
  • 2
    • 68949194679 scopus 로고    scopus 로고
    • Acoustic sleepiness detection: Framework and validation of a speech-adapted pattern recognition approach
    • J. Krajewski, A. Batliner, and M. Golz, "Acoustic sleepiness detection: Framework and validation of a speech-adapted pattern recognition approach," Behavior Research Methods, vol. 41, pp. 795-804, 2009.
    • (2009) Behavior Research Methods , vol.41 , pp. 795-804
    • Krajewski, J.1    Batliner, A.2    Golz, M.3
  • 7
    • 0025985381 scopus 로고
    • Speech analysis as an index of alcohol intoxication-the exxon valdez accident
    • M. Brenner and J. Cash, "Speech analysis as an index of alcohol intoxication-the exxon valdez accident," Aviat Space Environ Med, vol. 62, pp. 893-898, 1991.
    • (1991) Aviat Space Environ Med , vol.62 , pp. 893-898
    • Brenner, M.1    Cash, J.2
  • 8
    • 0024432897 scopus 로고
    • Effects of alcohol on the acousticphonetic properties of speech: Perceptual and acoustic analyses
    • D. B. Pisoni and C. S. Martin, "Effects of alcohol on the acousticphonetic properties of speech: Perceptual and acoustic analyses," Alcohol Clin Exp Res, vol. 13, no. 4, pp. 577-587, 1989.
    • (1989) Alcohol Clin Exp Res , vol.13 , Issue.4 , pp. 577-587
    • Pisoni, D.B.1    Martin, C.S.2
  • 9
    • 34547940562 scopus 로고    scopus 로고
    • Use of prosodic speech characteristics for automated detection of alcohol intoxination
    • M. Bacchiani, J. Hirschberg, D. Litman, and M. Ostendorf, Eds.
    • M. Levit, R. Huber, A. Batliner, and E. Nöth, "Use of prosodic speech characteristics for automated detection of alcohol intoxination," in Proc. of the Workshop on Prosody and Speech Recognition 2001, M. Bacchiani, J. Hirschberg, D. Litman, and M. Ostendorf, Eds., 2001, pp. 103-106.
    • (2001) Proc. of the Workshop on Prosody and Speech Recognition 2001 , pp. 103-106
    • Levit, M.1    Huber, R.2    Batliner, A.3    Nöth, E.4
  • 10
    • 77957568942 scopus 로고
    • Effects of alcohol on speech: I. durations of isolated words, sentences, and passages in fluent speech
    • D. M. Behne, S. M. Rivera, and D. B. Pisoni, "Effects of alcohol on speech: I. durations of isolated words, sentences, and passages in fluent speech," The Journal of the Acoustical Society of America, vol. 90, no. 4, pp. 2311-2311, 1991.
    • (1991) The Journal of the Acoustical Society of America , vol.90 , Issue.4 , pp. 2311-2311
    • Behne, D.M.1    Rivera, S.M.2    Pisoni, D.B.3
  • 11
    • 51449091542 scopus 로고    scopus 로고
    • Age and gender recognition for telephone applications based on GMM supervectors and support vector machines
    • T. Bocklet, A. Maier, J. Bauer, F. Burkhardt, and E. Nöth, "Age and Gender Recognition for Telephone Applications Based on GMM Supervectors and Support Vector Machines," in Proc. ICASSP 2008, vol. 1, 2008, pp. 1605-1608.
    • (2008) Proc. ICASSP 2008 , vol.1 , pp. 1605-1608
    • Bocklet, T.1    Maier, A.2    Bauer, J.3    Burkhardt, F.4    Nöth, E.5
  • 15
    • 0025041264 scopus 로고
    • Perceptual linear predictive (PLP) analysis of speech
    • H. Hermansky, "Perceptual linear predictive (PLP) analysis of speech," Journal of the Acoustic Society of America, vol. 87, no. 4, pp. 1738-1752, 1990.
    • (1990) Journal of the Acoustic Society of America , vol.87 , Issue.4 , pp. 1738-1752
    • Hermansky, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.