Robust speech-based cognitive load classification using a multi-band approach

APSIPA ASC 2010 - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference

Volumn , Issue , 2010, Pages 400-404

  Le, Phu Ngoc ^a,b   Epps, Julien ^a,b   Ambikairajah, Eliathamby ^a,b   Sethu, Vidhyasaharan ^a  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

^b CSIRO   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

COGNITIVE LOADS; CONVENTIONAL APPROACH; DIFFERENT FREQUENCY; LABORATORY ENVIRONMENT; MULTIBAND; REALISTIC ENVIRONMENTS; RESEARCH AREAS; SPEECH FEATURES;

DATA PROCESSING;

FREQUENCY BANDS;

EID: 79958080505     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Paas, F., et al., Cognitive Load Measurement as a Means to Advance Cognitive Load Theory. Education Psychologist, 2003. 38(1): p. 63-71. (Pubitemid 36400005)
2. Yin, B., et al., Speech-based cognitive load monitoring system. in Proc. of ICASSP, 2008: p. 2041-2044.
3. Le, P.N., et al., A Non-Uniform Subband Approach to Speech-Based Cognitive Load Classification. the 7th ICICS, Macau., Dec. 2009.
4. Yap, T.F., et al., Phase-based features for cognitive load measurement system. in Proc. of ICASSP, 2009: p. 4825-4828.
5. Okawa, S., E. Bocchieri, and A. Potamianos, Multi-band speech recognition in noisy environments. Proc. ICASSP, 1998: p. 641-644.
6. Bielefeld, B., Language identification using shifted delta cepstrum. Fourteenth Annual Speech Research Symposium, 1994.
7. Pelecanos, J. and S. Sridharan, Feature warping for robust speaker verification ODYSSEY-2001, 2001.
8. Reynolds, D.A., T.F. Quatieri, and R.B. Dunn, Speaker verification using adapted Gaussian Mixture Models. in Proceedings of Digital Signal Processing, 2000. 10: p. 19-41. (Pubitemid 30592166)
9. Reynolds, D.A., T.F. Quatieri, and R.B. Dunn, Speaker verification using adapted Gaussian Mixture Models. in Proceedings of Digital Signal Processing, 2000. 10: p. 19-41. (Pubitemid 30592166)