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Volumn , Issue , 2014, Pages 751-755

Classification of cognitive Load from Speech using an i-vector framework

Author keywords

ASR; Behavioral signal processing (BSP); Cognitive load; Computational paralinguistics; I vector; Prosody

Indexed keywords

ARTIFICIAL INTELLIGENCE; HIERARCHICAL SYSTEMS; LEARNING SYSTEMS; SIGNAL PROCESSING; SPEECH COMMUNICATION;

EID: 84910088716     PISSN: 2308457X     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (43)

References (36)
  • 4
    • 78349305609 scopus 로고    scopus 로고
    • Effect of cognitive load on speech prosody in aviation: Evidence from military simulator flights
    • K. Huttunen, H. Keränen, E. Väyrynen, R. Pääkkönen, and T. Leino, "Effect of cognitive load on speech prosody in aviation: Evidence from military simulator flights, " Applied Ergonomics, vol. 42, no. 2, pp. 348-357, 2011.
    • (2011) Applied Ergonomics , vol.42 , Issue.2 , pp. 348-357
    • Huttunen, K.1    Keränen, H.2    Väyrynen, E.3    Pääkkönen, R.4    Leino, T.5
  • 5
    • 79952364323 scopus 로고    scopus 로고
    • Investigation of spectral centroid features for cognitive load classification
    • P. N. Le, E. Ambikairajah, J. Epps, V. Sethu, and E. H. C. Choi, "Investigation of spectral centroid features for cognitive load classification, " Speech Communication, vol. 53, no. 4, pp. 540-551, 2011.
    • (2011) Speech Communication , vol.53 , Issue.4 , pp. 540-551
    • Le, P.N.1    Ambikairajah, E.2    Epps, J.3    Sethu, V.4    Choi, E.H.C.5
  • 9
    • 84876686250 scopus 로고    scopus 로고
    • Behavioral signal processing: Deriving human behavioral informatics from speech and language
    • S. S. Narayanan and P. G. Georgiou, "Behavioral Signal Processing: Deriving human behavioral informatics from speech and language, " Proc. of IEEE, vol. 101, no. 5, pp. 1203-1233, 2013.
    • (2013) Proc. of IEEE , vol.101 , Issue.5 , pp. 1203-1233
    • Narayanan, S.S.1    Georgiou, P.G.2
  • 12
    • 84890555108 scopus 로고    scopus 로고
    • Intoxicated speech detection: A fusion framework with speakernormalized hierarchical functionals and GMM supervectors
    • D. Bone, M. Li, M. P. Black, and S. S. Narayanan, "Intoxicated speech detection: A fusion framework with speakernormalized hierarchical functionals and GMM supervectors, " Computer Speech and Language, vol. 28, no. 2, pp. 375-391, 2014.
    • (2014) Computer Speech and Language , vol.28 , Issue.2 , pp. 375-391
    • Bone, D.1    Li, M.2    Black, M.P.3    Narayanan, S.S.4
  • 13
    • 84878396274 scopus 로고    scopus 로고
    • Intelligibility classification of pathological speech using fusion of multiple high level descriptors
    • J. Kim, N. Kumar, A. Tsiartas, M. Li, and S. S. Narayanan, "Intelligibility classification of pathological speech using fusion of multiple high level descriptors, " in Proc. Interspeech, 2012.
    • (2012) Proc. Interspeech
    • Kim, J.1    Kumar, N.2    Tsiartas, A.3    Li, M.4    Narayanan, S.S.5
  • 14
    • 84906260971 scopus 로고    scopus 로고
    • Speech paralinguistic event detection using probabilistic time-series smoothing and masking
    • R. Gupta, K. Audhkhasi, S. Lee, and S. S. Narayanan, "Speech paralinguistic event detection using probabilistic time-series smoothing and masking, " in Proc. Interspeech, 2013.
    • (2013) Proc. Interspeech
    • Gupta, R.1    Audhkhasi, K.2    Lee, S.3    Narayanan, S.S.4
  • 17
    • 57049145197 scopus 로고
    • Studies of interference in serial verbal reactions
    • J. R. Stroop, "Studies of interference in serial verbal reactions, " Journal of Experimental Psychology, vol. 18, no. 6, p. 643, 1935.
    • (1935) Journal of Experimental Psychology , vol.18 , Issue.6 , pp. 643
    • Stroop, J.R.1
  • 18
    • 0032762471 scopus 로고    scopus 로고
    • A statistical model-based voice activity detection
    • Jan
    • J. Sohn, N. S. Kim, andW. Sung, "A statistical model-based voice activity detection, " Signal Processing Letters, vol. 6, no. 1, pp. 1-3, Jan 1999.
    • (1999) Signal Processing Letters , vol.6 , Issue.1 , pp. 1-3
    • Sohn, J.1    Kim, N.S.2    Sung, W.3
  • 19
    • 39149130720 scopus 로고    scopus 로고
    • An improved hierarchical speaker clustering
    • W. Wang, P. Lu, and Y. Yan, "An improved hierarchical speaker clustering, " ACTA ACUSTICA, 2008.
    • (2008) Acta Acustica
    • Wang, W.1    Lu, P.2    Yan, Y.3
  • 20
    • 70350572462 scopus 로고    scopus 로고
    • Strategies to improve the robustness of agglomerative hierarchical clustering under data source variation for speaker diarization
    • K. J. Han, S. Kim, and S. S. Narayanan, "Strategies to improve the robustness of agglomerative hierarchical clustering under data source variation for speaker diarization, " IEEE Trans. Audio, Speech, and Language Processing, vol. 16, no. 8, pp. 1590- 1601, 2008.
    • (2008) IEEE Trans. Audio, Speech, and Language Processing , vol.16 , Issue.8 , pp. 1590-1601
    • Han, K.J.1    Kim, S.2    Narayanan, S.S.3
  • 21
    • 4444257069 scopus 로고    scopus 로고
    • Praat, a system for doing phonetics by computer
    • P. P. G. Boersma, "Praat, a system for doing phonetics by computer, " Glot International, vol. 5, no. 9/10, pp. 341-345, 2001.
    • (2001) Glot International , vol.5 , Issue.9-10 , pp. 341-345
    • Boersma, P.P.G.1
  • 27
    • 0025041264 scopus 로고
    • Perceptual linear predictive (PLP) analysis of speech
    • Apr
    • H. Hermansky, "Perceptual linear predictive (PLP) analysis of speech, " Journal of the Acoustical Society of America, vol. 87, no. 4, pp. 1738-1752, Apr. 1990.
    • (1990) Journal of the Acoustical Society of America , vol.87 , Issue.4 , pp. 1738-1752
    • Hermansky, H.1
  • 28
    • 84890447859 scopus 로고    scopus 로고
    • Spectro-temporal Gabor features as a front end for ASR
    • M. Kleinschmidt, "Spectro-temporal Gabor features as a front end for ASR, " in Proc. Forum Acusticum Sevilla, 2002.
    • (2002) Proc. Forum Acusticum Sevilla
    • Kleinschmidt, M.1
  • 29
    • 78650977476 scopus 로고    scopus 로고
    • OpenSMILE - The Munich versatile and fast open-source audio feature extractor
    • Firenze, Italy
    • F. Eyben, M. Wöllmer, and B. Schuller, "OpenSMILE - The Munich versatile and fast open-source audio feature extractor, " in ACM Multimedia, Firenze, Italy, 2010, pp. 1459-1462.
    • (2010) ACM Multimedia , pp. 1459-1462
    • Eyben, F.1    Wöllmer, M.2    Schuller, B.3
  • 31
    • 84906246377 scopus 로고    scopus 로고
    • A robust frontend for VAD: Exploiting contextual, discriminative and spectral cues of human voice
    • M. Van Segbroeck, A. Tsiartas, and S. S. Narayanan, "A robust frontend for VAD: Exploiting contextual, discriminative and spectral cues of human voice, " in Proc. Interspeech, 2013.
    • (2013) Proc. Interspeech
    • Van Segbroeck, M.1    Tsiartas, A.2    Narayanan, S.S.3
  • 33
    • 84900522099 scopus 로고    scopus 로고
    • Simplified supervised i-vector modeling with application to robust and efficient language identification and speaker verification
    • M. Li and S. S. Narayanan, "Simplified supervised i-vector modeling with application to robust and efficient language identification and speaker verification, " Computer Speech and Language, 2014.
    • (2014) Computer Speech and Language
    • Li, M.1    Narayanan, S.S.2
  • 35
    • 85023747320 scopus 로고    scopus 로고
    • The munich biovoice corpus: Effects of physical exercising, heart rate, and skin conductance on human speech production
    • B. Schuller, F. Friedmann, and F. Eyben, "The Munich Biovoice Corpus: Effects of physical exercising, heart rate, and skin conductance on human speech production, " in Language Resources and Evaluation Conference, 2014.
    • (2014) Language Resources and Evaluation Conference
    • Schuller, B.1    Friedmann, F.2    Eyben, F.3
  • 36
    • 80051629712 scopus 로고    scopus 로고
    • Estimation of ordinal approachavoidance labels in dyadic interactions: Ordinal logistic regression approach
    • V. Rozgić, B. Xiao, A. Katsamanis, B. Baucom, P. G. Georgiou, and S. S. Narayanan, "Estimation of ordinal approachavoidance labels in dyadic interactions: Ordinal logistic regression approach, " in Proc. IEEE ICASSP, 2011.
    • (2011) Proc. IEEE ICASSP
    • Rozgić, V.1    Xiao, B.2    Katsamanis, A.3    Baucom, B.4    Georgiou, P.G.5    Narayanan, S.S.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.