RESEARCH PUBLICATIONS
Repository of Technical Reports and Papers

Book Chapters and Book Series

  1. I. Naseem, R. Togneri, M. Bennamoun, "Sparse Representation for View-based Face Recognition" in Advances in Face Image Analysis: Techniques and Technologies, Y.-J. Zhang, Ed., IGI Global Publishing, accepted September 2009.
  2. S. Haque, R. Togneri, A. Zaknich, "Auditory Features for Speech Recognition and Enhancement", VDM Verlag AG & Co. KG, ISBN 978-3-639-18396-2, 2009.
  3. S. Haque, R. Togneri, "Perceptual Features for Robust Speech Recognition", in Auditory System, Nova Publishers, accepted March 2009.
  4. D. Pullella, M. Kuhne, R. Togneri, "Sub-band Partitioning for Full Covariance based Missing Data Speaker Recognition", International Journal for Information and Systems Sciences, in Advances in Information and Systems Sciences Series, Vol. 3(2009), No. 3-4, pp. 641-648.
  5. I. Naseem, R. Togneri, M. Bennamoun, "Sparse Representation for Ear Biometrics", in Advances in Visual Computing, Vol. 5359 of Lecture Notes in Computer Science, Springer Verlag, 2008, pp. 336-345.
  6. M. Kuhne, R. Togneri, S. Nordholm, "Time-Frequency Masking: Linking Blind Source Separation and Robust Speech Recognition " in Speech Recognition: Technologies and Applications, F. Milhelic & J. Zibert, Eds., IN-TECH Open Access Publishing, ISBN 978-953-7619-29-9, 2008, pp. 61-80.
  7. J. Henry, G. Bundell, R. Togneri, "Strategies of attracting under-graduate students into an electrical engineering programme" in Innovations 2008: World Innovations in Engineering Education and Research, W. Aung, J. Mecsi, J. Moscinski, I. Rouse, P. Willmot, Eds. iNEER Begell Publishing House, 2008, ISBN 978-0-9741252-8-2, pp. 343-354.

Journal Papers

  1. M. Kuhne, R. Togneri, S. Nordholm, "A Novel Fuzzy Clustering Algorithm using Observation Weighting and Context Information for Reverberant Blind Speech Separation, Signal Processing, Vol. 90, No. 2, February 2010, pp. 653-669.
  2. I. Naseem, R. Togneri, M. Bennamoun, "Linear Regression for Face Recognition", IEEE Transactions in Pattern Analysis and Machine Intelligence, accepted for publication, July 2009.
  3. S. Huda, J. Yearwood, R. Togneri, "A Stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model", Pattern Recognition Letters, Vol. 30, No. 14, October 2009, pp. 1301-1309.
  4. M. Kuhne, R. Togneri, S. Nordholm, "Source Localization in Reverberant Environments based on Weighted Fuzzy Clustering", IEEE Signal Processing Letters, Vol. 16, No. 2, February 2009, pp 85-88.
  5. S. Huda, J. Yearwood, R. Togneri, "A Constraint-based Evolutionary Learning approach to the Expectation Maximization for Optimal Estimation of the Hidden Markov Model for Speech Signal Modeling", IEEE Transactions on Systems, Man, and Cybernetics: Part B, Vol. 39, No. 1, February 2009, pp. 182-197.
  6. S. Haque, R. Togneri, A. Zaknich, "Perceptual features for automatic speech recognition in noisy environments", Speech Communication, Vol. 51, No. 1, January 2009, pp 58-75.
  7. R. Togneri, L. Deng, "A State-Space Model with Neural-Network Prediction for Recovering Vocal Tract Resonances in Fluent Speech from Mel-Cepstral Coefficients", Speech Communication, Vol. 48, No. 8, August 2006, pp. 971-988.
  8. A. Davis, S. Nordholm, R. Togneri, "Statistical Voice Activity Detection Using Low Variance Spectrum Estimation and an Adaptive Threshold", IEEE Transactions on Speech and Audio Processing, Vol. 14, No. 2, March 2006, pp. 412-424.
  9. S.Y. Low, S. Nordholm, R. Togneri, "Convolutive Blind Signal Separation With Post-Processing", IEEE Transactions on Speech and Audio Processing, Vol. 12, No. 5, September 2004, pp. 539-548.
  10. R. Togneri, and L. Deng, "Joint State and Parameter Estimation for a Target-Directed Nonlinear Dynamic System Model", IEEE Transactions on Signal Processing, Vol. 51, No. 12, December 2003, pp. 3061-3070.
  11. R. Togneri, J. Ma and L. Deng, "Parameter Estimation of a Target-Directed Dynamic System Model with Switching States", Signal Processing, Vol. 81, No. 5, April 2001, pp. 975-987.
  12. R. Togneri,"Parallel Program Analysis on Workstation Clusters: Memory Utilisation and Load Balancing", Concurrency: Practice and Experience, Vol. 10, No. 8, August 1998, pp. 631-653.
  13. A. Rasiah, R. Togneri and Y. Attikiouzel, "Modelling 1D signals using Hermite basis functions", IEE Proceedings - Vision, Image and Signal Processing, Vol. 144, No. 6, December 1997, pp. 345-354.
  14. R. Togneri,"The Gabriel Network Algorithm: Self-Organising Feature Maps with Adaptive Neighbourhood Topology" Australian Journal of Intelligent Information Processing Systems, Vol. 4, No. 1, Autumn 1997, pgs. 52-66.
  15. R. Togneri, "Parallel Program Analysis on Workstation Clusters: Speedup Profiling and Latency Hiding", Concurrency: Practice and Experience, Vol. 9, No. 7, July 1997, pp. 721-751.
  16. Y. Zhang, R. Togneri and M. Alder, "Phoneme Based Vector Quantization in a Discrete HMM Speech Recognizer", IEEE Transactions on Speech and Audio Processing,.Vol. 5., No. 1, January 1997, pp. 26-33.
  17. Y. Zhang, C.J.S. DeSilva, R. Togneri, M. Alder and Y. Attikiouzel, "Speaker-Independent Isolated Word Recognition Using Multiple Hidden Markov Models", IEE Proceedings on Vision, Image and Signal Processing, Vol. 141(3), June 1994, pp. 197-202.
  18. R. Togneri, M. Alder and Y. Attikiouzel, "Dimension and Structure of the Speech Space", IEE Proceedings-I, Vol. 139, No. 2, pp. 123-127, April 1992.
  19. R. Togneri and J. Attikiouzel, "A Two Dimensional Active Nonlinear Model of the Cochlea", Journal of Electrical and Electronics Engineering, Australia - IE Aust and IREE Aust., Vol. 11, No. 3, pp. 164-171 September 1991.
  20. M. Alder, R. Togneri, and J. Attikiouzel,"Dimension of the Speech Space", IEE Proceedings-I, Vol. 138, No. 3, pp. 207-214, June 1991.
  21. M. Alder, R. Togneri, E. Lai and J. Attikiouzel,"Kohonen's algorithm for the numerical parametrisation of manifolds", Pattern Recognition Letters 11, pp. 313-319, May 1990.

Refereed Conference Papers

  1. A.Z. Jusoh, R. Togneri, B. Rohani, S. Nordholm, "CUSUM Application in Perceptual Speech Quality Control", Proceedings of APCC2009, October 2009, Shanghai, China, pp. 694-698.
  2. I. Naseem, R. Togneri, M. Bennamoun, "Face Identification using Linear Regression", Proceedings of ICIP2009, November 2009, Cairo, Egypt, accepted for publication, July 2009.
  3. I. Naseem, R. Togneri, M. Bennamoun, "Sparse Representation for Video-based Face Recognition", Proceedings of ICB2009, June 2009, Alghero, Italy..
  4. D. Pullella, R. Togneri, "A criterion for the Enhancement of Time-Frequency Masks in Missing Data Recognition", Proceedings of ICASSP2009, April 2009, Taipei, Taiwan, pp. 4185-4188.
  5. S. Nordholm, D. Huang, R. Togneri, "Student Driven Course Development A Case Study in Communications Engineering", Proceedings of IT@EDU2008, December 2008, Ho Chi Minh City, Vietnam, pp. 1-4.
  6. D. Farrokhi, R. Togneri, A. Zaknich, "Single Channel Speech Enhancement using a 9 dimensional Noise Estimation Algorithm and Controlled Forward March Averaging", Proceedings of ICSP08, October 2008, Bejing, China, pp 17-21.
  7. M. Kuhne, R. Togneri, S. Nordholm, "Adaptive beamforming and soft missing data decoding for robust speech recognition in reverberant environments", Proceedings of InterSpeech2008, September 2008, Brisbane, Australia, pp. 976-979.
  8. D. Pullella, M. Kuhne, R. Togneri, "Robust Speaker Identification Using Combined Feature Selection and Missing Data Recognition", Proceedings of ICASSP2008, April 2008, Las Vegas, Nevada, USA, pp. 4833-4836.
  9. M. Kuhne, D. Pullella, R. Togneri, S. Nordholm, "Towards the Use of Full Covariance Models for Missing Data Speaker Recognition", Proceedings of ICASSP2008, April 2008, Las Vegas, Nevada, USA, pp. 4537-4540.
  10. M. Kuhne, R. Togneri, S. Nordholm, "Smooth Soft Mel-Spectrographic Masks Based on Blind Sparse Source Separation", Proceedings of InterSpeech2007, August 2007, Antwerp, Belgium, pp. 918-921.
  11. R. Togneri, L. Deng, "A Structured Speech Model Parameterized by Recursive Dynamics and Neural Networks", Proceedings of InterSpeech2007, August 2007, Antwerp, Belgium, pp. 894-897.
  12. A.M. Toh, R. Togneri, S. Nordholm, "Feature and Distribution Normalization Schemes for Statistical Mismatch Reduction in Reverberant Speech Recognition", Proceedings of InterSpeech2007, August 2007, Antwerp, Belgium, pp. 234-237.
  13. D. Farrokhi, R. Togneri, and A. Zaknich, "Speech Enhancement of Non-stationary Noise Based on Controlled Forward Moving Average", Proceedings of ISCIT 2007, October 2007, Sydney, Australia.
  14. S. Haque, R. Togneri, A. Zaknich, "A Temporal Auditory Model with Adaptation for Automatic Speech Recognition", Proceedings of ICASSP2007, April 2007, Honolulu, Hawaii, USA, Vol. IV, pp. 1141-1144
  15. M. Kuhne, R. Togneri, S. Nordholm, "Mel-Spectrographic Mask Estimation for Missing Data Speech Recognition using Short-Time-Fourier-Transform Ratio Estimations", Proceedings of ICASSP2007, April 2007, Honolulu, Hawaii, USA, Vol. IV, pp. 405-408
  16. S. Haque, R. Togneri, A. Zaknich, "Zero-Crossings with Adaptation for Automatic Speech Recognition", Proceedings of SST2006, December 2006, Auckland, New Zealand.
  17. A.M. Toh, R. Togneri, S. Nordholm, "Evaluation and Modification of Cepstral Moment Normalization for Speech Recognition in Additive Babble Ensemble",Proceedings of SST2006, December 2006, Auckland, New Zealand.
  18. A.M. Toh, R. Togneri, S. Nordholm, "Combining MLLR Adaptation and Feature Extraction for Robust Speech Recognition in Reverberant Environments",Proceedings of SST2006, December 2006, Auckland, New Zealand.
  19. M. Kuhne, R. Togneri, "Automatic English Stop Consonants Classification using Wavelet Analysis and Hidden Markov Models", Proceedings of INTERSPEECH 2006 - ICSLP, September 2006, Pittsburgh, USA, pp 637-640
  20. O. Chan, R. Togneri, "Prosodic Features for a Maximum Entropy Language Model", Proceedings of INTERSPEECH2006 - ICSLP, September 2006, Pittsburgh, USA, pp 1858-1861
  21. A. Davis, S. Nordholm, S.-Y. Low, R. Togneri, "A Multi-Decision Sub-band Voice Activity Detector", Proceedings of EUSIPCO2006, September 2006, Florence, Italy.
  22. A.M. Toh, R. Togneri, S. Nordholm, "Investigation of Robust Features for Speech Recognition in Hostile Environments", Proceedings of APCC2005, October 2005, Perth, Australia, pp 956-960.
  23. R. Togneri, L. Deng, "Use of Neural Network Mapping and Extended Kalman Filter to Recover Vocal Tract Resonances from the MFCC Parameters of Speech", Proceedings of ICSLP 2004, October 2004, Oct 4-8, 2004, Jeju Island, Korea, No.WeB1201o.4, pp. 1201-1204.
  24. S.Y. Low, R. Togneri, S. Nordholm, "Spatio-Temporal Processing for Distant Speech Recognition", Proceedings of ICASSP 2004, May 2004, Vol. 1, pp. 1001-1004.
  25. R. Togneri, L. Deng, "An EKF-based Algorithm for Learning Statistical Hidden Dynamic Model Parameters for Phonetic Recognition", Proceedings of ICASSP 2001, May 2001, Vol. 1, pp. 465-468.
  26. J. Sun, R. Togneri, L. Deng, "A Robust Speech Understanding System Using Conceptual Relational Grammar", Proceedings of ICSLP'2000, October 2000, Beijing, China, Vol. 2, pp. 879-882.
  27. R. Low, R. Togneri, "Speech Recognition Using the Probabilistic Neural Network", Proceedings of ICSLP98 (SST Student Day), December 1998, Sydney, Australia, Paper No. 645.
  28. J. Chong, R. Togneri, "Speaker Independent Recognition of Small Vocabulary", Sixth Australian International Conference on Speech Science and Technology, December 1996, Adelaide, Australia, pp. 479-484.
  29. W.J. Tey, N.P. Jong, R. Togneri, "Investigation of speech and speaker recognition based on trajectory modelling of utterances", Sixth Australian International Conference on Speech Science and Technology, December 1996, Adelaide, Australia, pp. 133-137.
  30. K. Chong, R. Togneri, "Extraction of Speech Signal in the Presence of a Musical Note Signal Using the GRNN", Sixth Australian International Conference on Speech Science and Technology, December 1996, Adelaide, Australia, pp. 629-634.
  31. A. Rasiah, R. Togneri and Y. Attikiouzel, "QRS Detection Using Morphological and Rhythm Information", Proceedings of the IEEE International Conference on Neural Networks, November 1995, Perth, Australia, pp.2287-2292.
  32. P. Williams and R. Togneri, "Dynamic Load Sharing within Workstation Clusters", First International Conference on Algorithms and Architectures for Parallel Processing, April 1995, Brisbane, Australia, pp. 930-931.
  33. Y. Zhang, M. Pijpers, R. Togneri and M. Alder, "CDigits: A Large Isolated English Digit Database", Proceedings of the Fifth Australian International Conference on Speech Science and Technology, December 1994, Perth, Australia, pp. 820-825.
  34. Y. Zhang, C.W. Loke, R. Togneri and M. Alder, "A Comparison of PBDHMM and CHMM for Isolated Word Recognition", Proceedings of the Fifth Australian International Conference on Speech Science and Technology, December 1994, Perth, Australia, pp. 564-569.
  35. C.W. Loke and R. Togneri, "A Geometric Interpretation of Hidden Markov Models", Proceedings of the Fifth Australian International Conference on Speech Science and Technology, December 1994, Perth, Australia, pp. 302-307.
  36. M. Pijpers, M. Alder and R. Togneri, "Dimension Reduction of Acoustic Vowel Data", Proceedings of the Fifth Australian International Conference on Speech Science and Technology, December 1994, Perth, Australia, pp. 222-227.
  37. Y. Zhang, R. Togneri, C.J.S. DeSilva and Mike Alder, "Optimization of Phoneme-Based VQ Codebook in a DHMM System", Proceedings of the Fifth Australian International Conference on Speech Science and Technology, December 1994, Perth, Australia, pp. 2-7.
  38. Y. Zhang, M. Alder and R. Togneri, "Using Gaussian Mixture Modelling in Speech Recognition", Proceedings of ICASSP-94, April 1994, Adelaide, Australia, pp. I613-616.
  39. Y. Zhang, C.J.S. DeSilva, R. Togneri, M. Alder and Y. Attikiouzel, "A multi-HMM isolated word recognizer", Proceedings of The Fourth Australian International Conference on Speech Science and Technology, Brisbane, 1-3 December 1992, pp 568-571.
  40. R. Togneri, D. Farrokhi, Y. Zhang and Y. Attikiouzel, "A Comparison of the LBG, LVQ, MLP, SOM and GMM Algorithms for Vector Quantization and Clustering Analysis", Proceedings of The Fourth Australian International Conference on Speech Science and Technology, Brisbane, 1-3 December 1992, pp 173-177.
  41. R. Togneri, Y. Zhang, C.J.S DeSilva and Y. Attikiouzel, "A Comparison of the LVQ and EM algorithms for Vector Quantization in a Speaker-Independent Digit Recognition Task", Proceedings of The Third International Symposium on Signal Processing and its Applications, Gold Coast, Australia, Volume 2, pp 384-387, August 1992.
  42. R. Togneri and Y. Attikiouzel, "Parallel implementation of the Kohonen algorithm on transputer", Proceedings of ICNN-91, Vol 2., pp 1717-1722, Singapore, November 1991.
  43. R. Togneri, M. Alder and Y. Attikiouzel, "Speech Processing using Artificial Neural Networks", Proceedings of the Third Australian International Conference on Speech Science and Technology, Melbourne, pp. 304-309, November 1990.
  44. R. Togneri, M. Alder and Y. Attikiouzel, "Parametrisation of the Speech Space using the Self Organising Neural Network", Proceedings of the Fourth Australian Joint Conference on Artificial Intelligence, Perth, pp. 274-283, November 1990.
  45. M-K. Lai, G.A. Carrijo, R. Bennett, R. Togneri, M. Alder and Y. Attikiouzel, "An English Language Speech Database at the University of Western Australia",Proceedings of ICASSP-90, Albuquerque, New Mexico, USA, pp. 101-104, April 1990.
  46. R. Togneri and J. Attikiouzel, "Fast, stable solution solution of the two-dimensional cochlear model", Proceedings of the First Australian Conference on Speech Science and Technology, Canberra, pp. 292-297, November 1986.

Technical Reports and Other Publications

  1. Serajul Haque, Roberto Togneri, Anthony Zaknich, "Zero-Crossings with Adaptation for Automatic Speech Recognition", Proceedings of PEECS2006, Perth, November 2006.
  2. Oscar Chan, Roberto Togneri, "A Maximum Entropy Method for Language Modelling", Proceedings of PEECS2005, Perth, September 2005, pp. 66-69.
  3. Serajul Haque, Roberto Togneri, Anthony Zaknich, "A zero-crossing perceptual model for robust speech recognition", Proceedings of PEECS2005, Perth, September 2005, pp. 60-65
  4. Aik Ming Toh, Roberto Togneri, Sven Nordholm, "Spectral Entropy as Speech Features for Speech Recognition", Proceedings of PEECS2005, Perth, September 2005, pp. 22-25
  5. R. Togneri, "Investigation of Parallel Computations: Machines, Tools and Programs", Centre for Intelligent Information Processing Systems (CIIPS) Technical Report, TR94-01, January 1994.
  6. R. Togneri and A. Rasiah, "Arrhythmia Detection in ECGs", ANU SuperComputing Facility - Annual Report 1994, pp. 186-188.
Last Updated: 18 June 2009
Dr. Roberto Togneri's Research Page