메뉴 건너뛰기




Volumn , Issue , 2011, Pages 77-80

Acoustic-linguistic recognition of interest in speech with bottleneck-BLSTM nets

Author keywords

Affective computing; Interest recognition; Recurrent neural networks

Indexed keywords

ACOUSTIC FEATURES; AFFECT RECOGNITION; AFFECTIVE COMPUTING; AUTOMATIC SYSTEMS; CONTEXT INFORMATION; FEATURE COMPRESSION; INTEREST RECOGNITION; LINGUISTIC INFORMATION; MULTI-STREAM; NOVEL TECHNIQUES; SHORT TERM MEMORY; SPEECH RECOGNIZER;

EID: 84865704323     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (11)

References (13)
  • 2
    • 84954445692 scopus 로고    scopus 로고
    • Automated posture analysis for detecting learner's interest level
    • Madison
    • S. Mota and R. Picard, "Automated posture analysis for detecting learner's interest level," in Proc. of Workshop on CVPR for HCI, Madison, 2003, pp. 49-55.
    • (2003) Proc. of Workshop on CVPR for HCI , pp. 49-55
    • Mota, S.1    Picard, R.2
  • 4
    • 0031573117 scopus 로고    scopus 로고
    • Long short-term memory
    • S. Hochreiter and J. Schmidhuber, "Long short-term memory," Neural Computation, vol. 9, no. 8, pp. 1735-1780, 1997.
    • (1997) Neural Computation , vol.9 , Issue.8 , pp. 1735-1780
    • Hochreiter, S.1    Schmidhuber, J.2
  • 5
    • 79958734716 scopus 로고    scopus 로고
    • Context-sensitive multimodal emotion recognition from speech and facial expression using bidirectional LSTM modeling
    • Makuhari, Japan
    • M. Wöllmer, A. Metallinou, F. Eyben, B. Schuller, and S. Narayanan, "Context-sensitive multimodal emotion recognition from speech and facial expression using bidirectional LSTM modeling," in Proc. of Interspeech, Makuhari, Japan, 2010, pp. 2362-2365.
    • (2010) Proc. of Interspeech , pp. 2362-2365
    • Wöllmer, M.1    Metallinou, A.2    Eyben, F.3    Schuller, B.4    Narayanan, S.5
  • 6
    • 77956721304 scopus 로고    scopus 로고
    • Combining long short-term memory and dynamic bayesian networks for incremental emotion-sensitive artificial listening
    • M. Wöllmer, B. Schuller, F. Eyben, and G. Rigoll, "Combining long short-term memory and dynamic bayesian networks for incremental emotion-sensitive artificial listening," IEEE Journal of Selected Topics in Signal Processing, vol. 4, no. 5, pp. 867-881, 2010.
    • (2010) IEEE Journal of Selected Topics in Signal Processing , vol.4 , Issue.5 , pp. 867-881
    • Wöllmer, M.1    Schuller, B.2    Eyben, F.3    Rigoll, G.4
  • 7
    • 0041914606 scopus 로고    scopus 로고
    • Gradient flow in recurrent nets: The difficulty of learning long-term dependencies
    • S. C. Kremer and J. F. Kolen, Eds. IEEE Press
    • S. Hochreiter, Y. Bengio, P. Frasconi, and J. Schmidhuber, "Gradient flow in recurrent nets: the difficulty of learning long-term dependencies," in A Field Guide to Dynamical Recurrent Neural Networks, S. C. Kremer and J. F. Kolen, Eds. IEEE Press, 2001, pp. 1-15.
    • (2001) A Field Guide to Dynamical Recurrent Neural Networks , pp. 1-15
    • Hochreiter, S.1    Bengio, Y.2    Frasconi, P.3    Schmidhuber, J.4
  • 8
    • 51449103447 scopus 로고    scopus 로고
    • Optimizing bottle-neck features for LVCSR
    • Las Vegas, NV
    • F. Grezl and P. Fousek, "Optimizing bottle-neck features for LVCSR," in Proc. of ICASSP, Las Vegas, NV, 2008, pp. 4729-4732.
    • (2008) Proc. of ICASSP , pp. 4729-4732
    • Grezl, F.1    Fousek, P.2
  • 9
    • 80051637579 scopus 로고    scopus 로고
    • A multistream ASR framework for BLSTM modeling of conversational speech
    • Prague, Czech Republic
    • M. Wöllmer, F. Eyben, B. Schuller, and G. Rigoll, "A multistream ASR framework for BLSTM modeling of conversational speech," in Proc. of ICASSP, Prague, Czech Republic, 2011.
    • (2011) Proc. of ICASSP
    • Wöllmer, M.1    Eyben, F.2    Schuller, B.3    Rigoll, G.4
  • 11
    • 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 Proc. of ACM Multimedia, Firenze, Italy, 2010, pp. 1459-1462.
    • (2010) Proc. of ACM Multimedia , pp. 1459-1462
    • Eyben, F.1    Wöllmer, M.2    Schuller, B.3
  • 12
    • 79959848600 scopus 로고    scopus 로고
    • Level of interest sensing in spoken dialog using multi-level fusion of acoustic and lexical evidence
    • Makuhari, Japan
    • J. H. Jeon, R. Xia, and Y. Liu, "Level of interest sensing in spoken dialog using multi-level fusion of acoustic and lexical evidence," in Proc. of Interspeech, Makuhari, Japan, 2010, pp. 2802-2805.
    • (2010) Proc. of Interspeech , pp. 2802-2805
    • Jeon, J.H.1    Xia, R.2    Liu, Y.3
  • 13
    • 79959823933 scopus 로고    scopus 로고
    • Gender and Affect Recognition based on GMM and GMM-UBM modeling with relevance MAP estimation
    • Makuhari, Japan
    • R. Gajsek, J. Zibert, T. Justin, V. Struc, B. Vesnicer, and F. Mihelic, "Gender and Affect Recognition based on GMM and GMM-UBM modeling with relevance MAP estimation," in Proc. of Interspeech, Makuhari, Japan, 2010, pp. 2810-2813.
    • (2010) Proc. of Interspeech , pp. 2810-2813
    • Gajsek, R.1    Zibert, J.2    Justin, T.3    Struc, V.4    Vesnicer, B.5    Mihelic, F.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.