The Use of Spectral Information in the Development of Novel Techniques for Speech- Based Cognitive Load Classification
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[1] Jiming Liu,et al. An Adaptive User Interface Based On Personalized Learning , 2003, IEEE Intell. Syst..
[2] Susanto Rahardja,et al. Kalman filtering speech enhancement incorporating masking properties for mobile communication in a car environment , 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763).
[3] G. A. Miller. THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .
[4] Eliathamby Ambikairajah,et al. An investigation of formant frequencies for cognitive load classification , 2010, INTERSPEECH.
[5] Susanto Rahardja,et al. Perceptual Kalman Filtering Speech Enhancement , 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.
[6] John H. L. Hansen,et al. Speech Under Stress: Analysis, Modeling and Recognition , 2007, Speaker Classification.
[7] E. Ambikairajah,et al. An improved soft threshold method for DCT speech enhancement , 2008, 2008 Second International Conference on Communications and Electronics.
[8] Sharon K Tindall-Ford,et al. When two sensory modes are better than one , 1997 .
[9] Ronald W. Schafer,et al. Digital Processing of Speech Signals , 1978 .
[10] F.R.H. Zijlstra,et al. Efficiency in work behaviour: A design approach for modern tools , 1993 .
[11] K. Hendy,et al. Measuring Subjective Workload: When Is One Scale Better Than Many? , 1993 .
[12] E. Ambikairajah,et al. Extraction of FM components from speech signals using all-pole model , 2008 .
[13] Soo Ngee Koh,et al. Noisy speech enhancement using discrete cosine transform , 1998, Speech Commun..
[14] Sharon L. Oviatt,et al. When do we interact multimodally?: cognitive load and multimodal communication patterns , 2004, ICMI '04.
[15] Rubo Zhang,et al. Speech Enhancement Based on Hilbert-Huang Transform Theory , 2006, First International Multi-Symposiums on Computer and Computational Sciences (IMSCCS'06).
[16] J. Harrington,et al. Techniques in Speech Acoustics , 1999, Computational Linguistics.
[17] S. Hart,et al. Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research , 1988 .
[18] Douglas A. Reynolds,et al. Approaches to language identification using Gaussian mixture models and shifted delta cepstral features , 2002, INTERSPEECH.
[19] Paavo Alku,et al. On separating glottal source and vocal tract information in telephony speaker verification , 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.
[20] S. Boll,et al. Suppression of acoustic noise in speech using spectral subtraction , 1979 .
[21] Christian A. Müller,et al. Assessment of a User's Time Pressure and Cognitive Load on the Basis of Features of Speech , 2011, Resource-Adaptive Cognitive Processes.
[22] J.H.L. Hansen,et al. Speech enhancement for crosstalk interference , 1997, IEEE Signal Processing Letters.
[23] John H. L. Hansen,et al. Speech under stress conditions: overview of the effect on speech production and on system performance , 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).
[24] Rosalind W. Picard,et al. Modeling drivers' speech under stress , 2003, Speech Commun..
[25] Eliathamby Ambikairajah,et al. A Study of Voice Source and Vocal Tract Filter Based Features in Cognitive Load Classification , 2010, 2010 20th International Conference on Pattern Recognition.
[26] Schuyler Quackenbush,et al. Objective measures of speech quality , 1995 .
[27] J. C. Byers,et al. Comparison of Four Subjective Workload Rating Scales , 1992 .
[28] Bernd Freisleben,et al. Fast and Robust Speaker Clustering Using the Earth Mover'S Distance and Mixmax Models , 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.
[29] Bayya Yegnanarayana,et al. Speech processing using group delay functions , 1991, Signal Process..
[30] F. Paas,et al. Variability of Worked Examples and Transfer of Geometrical Problem-Solving Skills: A Cognitive-Load Approach , 1994 .
[31] Alan V. Oppenheim,et al. All-pole modeling of degraded speech , 1978 .
[32] Kuldip K. Paliwal,et al. Spectral subband centroid features for speech recognition , 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).
[33] Haizhou Li,et al. Speech enhancement for telephony name speech recognition , 2008, 2008 IEEE International Conference on Multimedia and Expo.
[34] F. Paas,et al. Instructional control of cognitive load in the training of complex cognitive tasks , 1994 .
[35] Ching Y. Suen,et al. A generative-discriminative hybrid for sequential data classification [image classification example] , 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.
[36] Jonas Beskow,et al. Wavesurfer - an open source speech tool , 2000, INTERSPEECH.
[37] Hoirin Kim,et al. Noise Robust Speaker Identification Using Sub-Band Weighting in Multi-Band Approach , 2007, IEICE Trans. Inf. Syst..
[38] Douglas A. Reynolds,et al. Speaker Verification Using Adapted Gaussian Mixture Models , 2000, Digit. Signal Process..
[39] Kuldip K. Paliwal,et al. A speech enhancement method based on Kalman filtering , 1987, ICASSP '87. IEEE International Conference on Acoustics, Speech, and Signal Processing.
[40] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[41] Fang Chen,et al. Galvanic skin response (GSR) as an index of cognitive load , 2007, CHI Extended Abstracts.
[42] John Sweller,et al. Cognitive Load During Problem Solving: Effects on Learning , 1988, Cogn. Sci..
[43] R. Martin,et al. Speech enhancement in hearing aids - from noise suppression to rendering of auditory scenes , 2008, 2008 IEEE 25th Convention of Electrical and Electronics Engineers in Israel.
[44] Kuldip K. Paliwal,et al. A Comparative Study of Filter Bank Spacing for Speech Recognition , 2003 .
[45] David Malah,et al. Speech enhancement using a minimum mean-square error log-spectral amplitude estimator , 1984, IEEE Trans. Acoust. Speech Signal Process..
[46] Eliathamby Ambikairajah,et al. Speech enhancement for nonstationary noise environment , 2002, Asia-Pacific Conference on Circuits and Systems.
[47] Dick de Waard,et al. The measurement of drivers' mental workload , 1996 .
[48] J. Stroop. Studies of interference in serial verbal reactions. , 1992 .
[49] Eliathamby Ambikairajah,et al. Glottal features for speech-based cognitive load classification , 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.
[50] Fang Chen,et al. Speech-based cognitive load monitoring system , 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.
[51] George R. Doddington,et al. Recognition of speech under stress and in noise , 1986, ICASSP '86. IEEE International Conference on Acoustics, Speech, and Signal Processing.
[52] M. A. Kohler,et al. Language identification using shifted delta cepstra , 2002, The 2002 45th Midwest Symposium on Circuits and Systems, 2002. MWSCAS-2002..
[53] F. Paas,et al. Cognitive Architecture and Instructional Design , 1998 .
[54] Haizhou Li,et al. Language Identification: A Tutorial , 2011, IEEE Circuits and Systems Magazine.
[55] Fang Chen,et al. Cognitive Load Measurement from User's Linguistic Speech Features for Adaptive Interaction Design , 2009, INTERACT.
[56] Keikichi Hirose,et al. EMD based soft-thresholding for speech enhancement , 2007, INTERSPEECH.
[57] Eliathamby Ambikairajah,et al. FM features for automatic forensic speaker recognition , 2008, INTERSPEECH.
[58] Paavo Alku,et al. Glottal wave analysis with Pitch Synchronous Iterative Adaptive Inverse Filtering , 1991, Speech Commun..
[59] Eliathamby Ambikairajah,et al. Formant Frequencies under Cognitive Load: Effects and Classification , 2011, EURASIP J. Adv. Signal Process..
[60] B. Kerr,et al. Processing demands during mental operations , 1973, Memory & cognition.
[61] Alex Acero. Source-filter models for time-scale pitch-scale modification of speech , 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).
[62] Paul Chandler,et al. Levels of Expertise and Instructional Design , 1998, Hum. Factors.
[63] Valerie J. Gawron,et al. Human performance measures handbook , 2000 .
[64] Hynek Hermansky,et al. Sub-band based recognition of noisy speech , 1997, 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing.
[65] G. Mirka,et al. Cervicobrachial muscle response to cognitive load in a dual-task scenario , 2004, Ergonomics.
[66] Eliathamby Ambikairajah,et al. Cognitive load classification using formant features , 2010, 10th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2010).
[67] Andrew R. Webb,et al. Statistical Pattern Recognition , 1999 .
[68] Masaaki Honda,et al. Human Speech Production Mechanisms , 2003 .
[69] Philipos C. Loizou,et al. Speech enhancement based on perceptually motivated bayesian estimators of the magnitude spectrum , 2005, IEEE Transactions on Speech and Audio Processing.
[70] Eliathamby Ambikairajah,et al. Investigation of Spectral Centroid Magnitude and Frequency for Speaker Recognition , 2010, Odyssey.
[71] E. Mendoza,et al. Acoustic analysis of induced vocal stress by means of cognitive workload tasks. , 1998, Journal of voice : official journal of the Voice Foundation.
[72] Fang Chen,et al. Investigating speech features and automatic measurement of cognitive load , 2008, 2008 IEEE 10th Workshop on Multimedia Signal Processing.
[73] F. Paas,et al. Cognitive Load Measurement as a Means to Advance Cognitive Load Theory , 2003 .
[74] P. Chandler,et al. Cognitive Load Theory and the Format of Instruction , 1991 .
[75] Vidhyasaharan Sethu,et al. Investigation of the robustness of a non-uniform filterbank for cognitive load classification , 2011, 2011 8th International Conference on Information, Communications & Signal Processing.
[76] Fang Chen,et al. Automatic cognitive load detection from speech features , 2007, OZCHI '07.
[77] Jessica Villing,et al. Dialogue Behaviour under High Cognitive Load , 2009, SIGDIAL Conference.
[78] N. Cowan. The magical number 4 in short-term memory: A reconsideration of mental storage capacity , 2001, Behavioral and Brain Sciences.
[79] Ronald W. Schafer,et al. Introduction to Digital Speech Processing , 2007, Found. Trends Signal Process..
[80] Fang Chen,et al. Exploring classification techniques in speech based cognitive load monitoring , 2008, INTERSPEECH.
[81] F. Paas. Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive-load approach. , 1992 .
[82] Eliathamby Ambikairajah,et al. Speech enhancement based on a perceptual modification of wiener filtering , 2002, INTERSPEECH.
[83] Christian Gütl,et al. AdeLE (Adaptive e-Learning with Eye-Tracking): Theoretical Background, System Architecture and Application Scenarios , 2005 .
[84] John H. L. Hansen,et al. Discrete-Time Processing of Speech Signals , 1993 .
[85] Hagai Aronowitz,et al. A distance measure between GMMs based on the unscented transform and its application to speaker recognition , 2005, INTERSPEECH.
[86] Two times three little pigs: Dysfluency, cognitive complexity and autism , 2007 .
[87] K S Rao,et al. Emotion recognition from speech signal using epoch parameters , 2010, 2010 International Conference on Signal Processing and Communications (SPCOM).
[88] Roland Brünken,et al. Cognitive Load Theory: THEORY , 2010 .
[89] Fang Chen,et al. Phase based features for cognitive load measurement system , 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.
[90] N. Huang,et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis , 1998, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.
[91] A. Cuhadar,et al. Evaluation of Speech Enhancement Techniques for Speaker Identification in Noisy Environments , 2008 .
[92] W. B. Knowles,et al. Operator Loading Tasks , 1963, Human factors.
[93] Vidhyasaharan Sethu,et al. Robust Speech-Based Cognitive Load Classification Using a Multi-band Approach , 2010 .
[94] F. Paas,et al. Memory load and the cognitive pupillary response in aging. , 2004, Psychophysiology.
[95] John Sweller,et al. Cognitive Load Theory: Instructional Implications of the Interaction between Information Structures and Cognitive Architecture , 2004 .
[96] Klaus R. Scherer,et al. Acoustic correlates of task load and stress , 2002, INTERSPEECH.
[97] Eliathamby Ambikairajah,et al. Improvement of Vietnamese Tone Classification using FM and MFCC Features , 2009, 2009 IEEE-RIVF International Conference on Computing and Communication Technologies.
[98] Sridha Sridharan,et al. Feature warping for robust speaker verification , 2001, Odyssey.
[99] Christian A. Müller,et al. Recognizing Time Pressure and Cognitive Load on the Basis of Speech: An Experimental Study , 2001, User Modeling.
[100] Md. Kamrul Hasan,et al. Soft thresholding for DCT speech enhancement , 2002 .
[101] Alexandros Potamianos,et al. Multi-band speech recognition in noisy environments , 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).
[102] Shun'ichi Tano,et al. Information presentation based on estimation of human multimodal cognitive load , 2001, Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference (Cat. No. 01TH8569).
[103] Vidhyasaharan Sethu,et al. Speech enhancement based on empirical mode decomposition , 2008 .
[104] F. Thomas Eggemeier,et al. Workload assessment methodology. , 1986 .
[105] Wendy S. Ark,et al. The Emotion Mouse , 1999, HCI.
[106] D B Pisoni,et al. Effects of cognitive workload on speech production: acoustic analyses and perceptual consequences. , 1993, The Journal of the Acoustical Society of America.
[107] Joost Schilperoord,et al. On the Cognitive Status of Pauses in Discourse Production , 2002 .
[108] E. Ambikairajah,et al. Group delay features for speaker recognition , 2007, 2007 6th International Conference on Information, Communications & Signal Processing.
[109] S. Miyake. Multivariate workload evaluation combining physiological and subjective measures. , 2001, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.
[110] Vidhyasaharan Sethu,et al. Speaker dependency of spectral features and speech production cues for automatic emotion classification , 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.
[111] H.K. Kwan,et al. Adaptive subband Wiener filtering for speech enhancement using critical-band gammatone filterbank , 2005, 48th Midwest Symposium on Circuits and Systems, 2005..
[112] Petros Maragos,et al. Energy separation in signal modulations with application to speech analysis , 1993, IEEE Trans. Signal Process..
[113] Sharon L. Oviatt,et al. Human-centered design meets cognitive load theory: designing interfaces that help people think , 2006, MM '06.
[114] Williams Ce,et al. The effects of different levels of task complexity on three vocal measures. , 1987 .
[115] Toshio Irino,et al. Noise suppression using a time-varying, analysis/synthesis gamma chirp filterbank , 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).
[116] Eliathamby Ambikairajah,et al. A non-uniform subband approach to speech-based cognitive load classification , 2009, 2009 7th International Conference on Information, Communications and Signal Processing (ICICS).
[117] Eliathamby Ambikairajah,et al. Perceptual speech enhancement exploiting temporal masking properties of human auditory system , 2010, Speech Commun..
[118] Vidhyasaharan Sethu,et al. Group delay features for emotion detection , 2007, INTERSPEECH.
[119] John H. L. Hansen,et al. Analysis and detection of cognitive load and frustration in drivers' speech , 2010, INTERSPEECH.
[120] Jianwu Dang,et al. An investigation of dependencies between frequency components and speaker characteristics for text-independent speaker identification , 2008, Speech Commun..
[121] Daniel P. W. Ellis,et al. Evaluation of Distance Measures Between Gaussian Mixture Models of MFCCs , 2007, ISMIR.
[122] Sexton Jb,et al. Analyzing cockpit communications: the links between language, performance, error, and workload. , 2000 .
[123] Thippur V. Sreenivas,et al. Codebook constrained Wiener filtering for speech enhancement , 1996, IEEE Trans. Speech Audio Process..
[124] D. Leutner,et al. Direct Measurement of Cognitive Load in Multimedia Learning , 2003 .