• The University of Western Australia (M018), 35 Stirling Highway,

    6009 Perth

    Australia

  • 2008 Citations
  • 19 h-Index
1992 …2019
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Research Output 1992 2019

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Conference paper
2019

Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations

Abidin, S., Togneri, R. & Sohel, F., 11 Feb 2019, Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance. IEEE, Institute of Electrical and Electronics Engineers, 8639164. (Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance).

Research output: Chapter in Book/Conference paperConference paper

Acoustics
Fusion reactions
Mathematical transformations

Signals and Systems: Casting It as an Action-adventure Rather than a Horror Genre

Togneri, R. & Male, S., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 7859-7863 5 p. 8682794. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Conference paperConference paper

Casting
Students
Animation
Feedback
2018
4 Citations (Scopus)

Confidence Based Acoustic Event Detection

Xia, X., Togneri, R., Sohel, F. & Huang, D., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-April. p. 306-310 5 p. 8461845

Research output: Chapter in Book/Conference paperConference paper

Acoustics
Labels
Acoustic waves

Generating bags of words from the sums of their word embeddings

White, L., Togneri, R., Liu, W. & Bennamoun, M., 1 Jan 2018, Computational Linguistics and Intelligent Text Processing - 17th International Conference, CICLing 2016, Revised Selected Papers. Gelbukh, A. (ed.). Austria: Springer-Verlag Wien, p. 91-102 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9623 LNCS).

Research output: Chapter in Book/Conference paperConference paper

Information retrieval
Semantics
Neural networks
Data storage equipment
Memory Model
1 Citation (Scopus)

Local Binary Pattern with Random Forest for Acoustic Scene Classification

Abidin, S., Xia, X., Togneri, R. & Sohel, F., 8 Oct 2018, 2018 IEEE International Conference on Multimedia and Expo, ICME 2018. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-July. 8486578

Research output: Chapter in Book/Conference paperConference paper

Fusion reactions
Acoustics

NovelPerspective: Identifying Point of View Characters

White, L., Togneri, R., Liu, W. & Bennamoun, M., 2018, Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics-System Demonstrations. Melbourne: Association for Computational Linguistics, Vol. 2. p. 7-12 6 p.

Research output: Chapter in Book/Conference paperConference paper

Spoofing detection using adaptive weighting framework and clustering analysis

Zhao, Y., Togneri, R. & Sreeram, V., 1 Jan 2018, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2018. Sekhar, C. C., Rao, P., Ghosh, P. K. & Murthy, H. A. (eds.). International Speech Communication Association, Vol. 2018-September. p. 626-630 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

Research output: Chapter in Book/Conference paperConference paper

Clustering Analysis
Weighting
Speaker Verification
Automatic Verification
Countermeasures
2017
1 Citation (Scopus)

A Contrast Function and Algorithm for Blind Separation of Audio Signals

Gao, W., Togneri, R. & Sreeram, V., 24 Aug 2017, 2017 Proceedings of the Annual Conference of the International Speech Communication Association. Bonn: International Speech Communication Association, p. 1889-1893

Research output: Chapter in Book/Conference paperConference paper

4 Citations (Scopus)

A robust variable step size fractional least mean square (RVSS-FLMS) algorithm

Khan, S., Usman, M., Naseem, I., Togneri, R. & Bennamoun, M., 2017, Proceedings - 2017 IEEE 13th International Colloquium on Signal Processing and its Applications, CSPA 2017. Taib, M. N. (ed.). IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 8064914

Research output: Chapter in Book/Conference paperConference paper

Identification (control systems)
system identification
Experiments
evaluation

Compressed high dimensional features for speaker spoofing detection

Zhao, Y., Togneri, R. & Sreeram, V., 15 Dec 2017, 2017 APSIPA Annual Summit and Conference. USA: Wiley-IEEE Press, p. 569-572

Research output: Chapter in Book/Conference paperConference paper

5 Citations (Scopus)

Efficient Image Set Classification Using Linear Regression Based Image Reconstruction

Shah, S. A. A., Nadeem, U., Bennamoun, M., Sohel, F. & Togneri, R., 22 Aug 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2017-July. p. 601-610 10 p. 8014822

Research output: Chapter in Book/Conference paperConference paper

Image reconstruction
Linear regression
5 Citations (Scopus)

Enhanced LBP texture features from time frequency representations for acoustic scene classification

Abidin, S., Togneri, R. & Sohel, F., 19 Jun 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing Proceedings. Bayoumi, M. A. (ed.). New Orleans: IEEE, Institute of Electrical and Electronics Engineers, p. 626-630 5 p. 7952231

Research output: Chapter in Book/Conference paperConference paper

Zoning
Textures
Acoustics
Fusion reactions

FLMF: Fractional Least Mean Fourth Algorithm for Channel Estimation in non-Gaussian Environment

Khan, S., Ahmed, N., Malik, M. A., Naseem, I., Togneri, R. & Bennamoun, M., 14 Dec 2017, 2017 International Conference on Information and Communication Technology Convergence. USA: Wiley-IEEE Press, p. 466-470 5 p. (International Conference on Information and Communication Technology Convergence).

Research output: Chapter in Book/Conference paperConference paper

4 Citations (Scopus)

Frame-wise dynamic threshold based polyphonic acoustic event detection

Xia, X., Togneri, R., Sohel, F. & Huang, D., 24 Aug 2017, 2017 Proceedings of Interspeech. Lacerda, F., Strombergsson, S., Wlodarcza, M., Heldner, M., Gustafson, J. & House, D. (eds.). Bonn: International Speech Communication Association, p. 474-478

Research output: Chapter in Book/Conference paperConference paper

3 Citations (Scopus)

Generalized gramian based frequency interval model reduction for unstable systems

Jazlan, A., Sreeram, V., Togneri, R. & Minh, H. B., 1 Mar 2017, 2016 Australian Control Conference, AuCC 2016. Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 43-47 5 p. 7868000

Research output: Chapter in Book/Conference paperConference paper

Observability
Controllability
4 Citations (Scopus)

Learning deep structured network for weakly supervised change detection

Khan, S. H., He, X., Porikli, F., Bennamoun, M., Sohel, F. & Togneri, R., 25 Aug 2017, 2017 International Joint Conference on Artificial Intelligence. Sierra, C. (ed.). Australia: International Joint Conferences on Artificial Intelligence, p. 2008-2015

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem

White, L., Togneri, R., Liu, W. & Bennamoun, M., 30 Jan 2017, Proceedings of the 16th IEEE International Conference on Data Mining Workshops. Baeza-Yates, R. & Zhou, Z-H. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 770-777 8 p. 7836744

Research output: Chapter in Book/Conference paperConference paper

Integer programming
8 Citations (Scopus)

Random forest classification based acoustic event detection

Xia, X., Togneri, R., Sohel, F. & Huang, D., 31 Aug 2017, Proceedings of the IEEE International Conference on Multimedia and Expo 2017. Ostermann, J. & Lam, K. K. M. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 163-168 6 p. 8019452

Research output: Chapter in Book/Conference paperConference paper

Acoustics
Error detection
Labels
Classifiers
5 Citations (Scopus)

Random forest regression based acoustic event detection with bottleneck features

Xia, X., Togneri, R., Sohel, F. & Huang, D., 28 Aug 2017, 2017 IEEE International Conference on Multimedia and Expo, ICME 2017. IEEE, Institute of Electrical and Electronics Engineers, p. 157-162 6 p. 8019418

Research output: Chapter in Book/Conference paperConference paper

Acoustics
Acoustic signal processing
4 Citations (Scopus)

VP-FLMS: A Novel Variable Power Fractional LMS Algorithm

Khan, S., Usman, M., Naseem, I., Togneri, R. & Bennamoun, M., Jul 2017, ICUFN 2017 - 9th International Conference on Ubiquitous and Future Networks. Jang, Y. M., Reali, G., Toh, C. K., Segall, Z. & Fujii, T. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 290-295 6 p. 7993796

Research output: Chapter in Book/Conference paperConference paper

Channel estimation
Experiments
2016
4 Citations (Scopus)

A new approach for the detection of architectural distortions using textural analysis of surrounding tissue

Zyout, I. & Togneri, R., 13 Oct 2016, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Patton, J. (ed.). IEEE, Institute of Electrical and Electronics Engineers, Vol. 2016-October. p. 3965-3968 4 p. 7591595

Research output: Chapter in Book/Conference paperConference paper

Tissue
Breast
Fractals
Mammography
Fractal dimension
1 Citation (Scopus)
12 Downloads (Pure)

Audio-Visual Biometric Recognition Via Joint Sparse Representations

Primorac, R., Togneri, R., Bennamoun, M. & Sohel, F., 2016, Proceedings of the 23rd International Conference on Pattern Recognition (ICPR). Bayro-Corrochano, E. (ed.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3026-3030

Research output: Chapter in Book/Conference paperConference paper

Biometrics
Identification (control systems)
Fusion reactions
Pixels
3 Citations (Scopus)

Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification

Alam, M. R., Bennamoun, M., Togneri, R. & Sohel, F., 2016, Image and Video Technology, PSIVT 2015. Bräunl, T., McCane, B., Rivera, M. & Yu, X. (eds.). USA: Springer-Verlag London Ltd., Vol. 9431. p. 631-641 11 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Conference paperConference paper

Backpropagation
Classifiers
Experiments

Generating Bags of Words from the Sums of their Word Embeddings

White, L., Togneri, R., Liu, W. & Bennamoun, M., 2016, International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2016). p. 1-12

Research output: Chapter in Book/Conference paperConference paper

2015
5 Citations (Scopus)

A deep neural network for audio-visual person recognition

Alam, M. R., Bennamoun, M., Togneri, R. & Sohel, F., 2015, Biometrics Theory, Applications and Systems (BTAS), 2015 IEEE 7th International Conference . USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 1-6

Research output: Chapter in Book/Conference paperConference paper

Bayesian networks
Deep neural networks
Biometrics
Linear regression
Support vector machines
1 Citation (Scopus)

An investigation of neural embeddings for coreference resolution

Godbole, V., Liu, W. & Togneri, R., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Berlin, Germany: Springer-Verlag London Ltd., Vol. 9041. p. 241-251

Research output: Chapter in Book/Conference paperConference paper

Benchmarking
Syntactics
Semantics
Processing
Deep learning
3 Citations (Scopus)

Cross gramian based time interval model reduction

Bin Haja Mohideen, J., Sreeram, V. & Togneri, R., 21 Dec 2015, Australian Control Conference. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 274-276 7361947

Research output: Chapter in Book/Conference paperConference paper

Observability
Controllability
Computational efficiency
MIMO systems
Engineers
4 Citations (Scopus)

Empirical mode decomposition of digital mammograms for the statistical based characterization of architectural distortion

Zyout, I. & Togneri, R., 2015, The Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2015-November. p. 109-112

Research output: Chapter in Book/Conference paperConference paper

Entropy
ROC Curve
Breast
Databases
Breast Neoplasms
7 Citations (Scopus)

Extracting deep bottleneck features for visual speech recognition

Sui, C., Togneri, R. & Bennamoun, M., 2015, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2015-August. p. 1518-1522

Research output: Chapter in Book/Conference paperConference paper

Speech recognition
Acoustics
9 Citations (Scopus)

How Well Sentence Embeddings Capture Meaning

White, L. R., Togneri, R., Liu, W. & Bennamoun, M., 2015, Proceedings of the 20th Australasian Document Computing Symposium. USA: Association for Computing Machinery (ACM), Vol. N/A. p. 1-8

Research output: Chapter in Book/Conference paperConference paper

13 Citations (Scopus)

Listening with Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines

Sui, C., Bennamoun, M. & Togneri, R., 2015, 2015 IEEE International Conference on Computer Vision (ICCV). Chile: IEEE, Institute of Electrical and Electronics Engineers, p. 154-162

Research output: Chapter in Book/Conference paperConference paper

9 Citations (Scopus)

Separating objects and clutter in indoor scenes

Khan, S. H., He, X., Bannamoun, M., Sohel, F. & Togneri, R., 2015, IEEE Conference on Computer Vision and Pattern Recognition. IEEE, Institute of Electrical and Electronics Engineers, Vol. 07-12-June-2015. p. 4603-4611

Research output: Chapter in Book/Conference paperConference paper

Linear programming
Labeling
Lighting
2014
49 Citations (Scopus)

Automatic Feature Learning for Robust Shadow Detection

Khan, S. H., Bennamoun, M., Sohel, F. & Togneri, R., 2014, IEEE Conference on Computer Vision and Pattern Recognition. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1939-1946

Research output: Chapter in Book/Conference paperConference paper

3 Citations (Scopus)

Confidence-based rank-level fusion for audio-visual person identification system

Alam, M. R., Bennamoun, M., Togneri, R. & Sohel, F., 2014, Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods. Scitepress, Vol. -. p. 608-615

Research output: Chapter in Book/Conference paperConference paper

29 Citations (Scopus)

Geometry Driven Semantic Labeling of Indoor Scenes

Khan, S., Bennamoun, M., Sohel, F. & Togneri, R., 2014, European Conference on Computer Vision. Online: Springer, Vol. 8689 LNCS. p. 679-694

Research output: Chapter in Book/Conference paperConference paper

3 Citations (Scopus)

On the use of contextual time-frequency information for full-band clustering-based convolutive blind source separation

Atcheson, M., Jafari, I., Togneri, R. & Nordholm, S. E., 2014, IEEE International Conference on Acoustics, Speech and Signal Processing. Florence, Italy: IEEE, Institute of Electrical and Electronics Engineers, Vol. NA. p. 2114-2118

Research output: Chapter in Book/Conference paperConference paper

Source separation
Blind source separation
Masks
5 Citations (Scopus)

On the use of the Watson mixture model for clustering-based under-determined blind source separation

Jafari, I., Togneri, R. & Nordholm, S. E., 2014, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Singapore: International Speech Communication Association, p. 988-992

Research output: Chapter in Book/Conference paperConference paper

Blind source separation
Source separation
Bins
Masks
2 Citations (Scopus)

Source number estimation in reverberant conditions via full-band weighted, adaptive fuzzy c-means clustering

Hollick, J., Jafari, I., Togneri, R. & Nordholm, S. E., 2014, IEEE International Conference on Acoustics, Speech and Signal Processing. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. NA. p. 7450-7454

Research output: Chapter in Book/Conference paperConference paper

Microphones
Clustering algorithms

Time-frequency clustering with weighted and contextual information for convolutive blind source separation

Jafari, I., Atcheson, M., Togneri, R. & Nordholm, S. E., 2014, IEEE International Conference on Acoustics, Speech and Signal Processing. Florence, Italy: IEEE, Institute of Electrical and Electronics Engineers, p. 157-160

Research output: Chapter in Book/Conference paperConference paper

Blind source separation
Source separation
Masks

Time Weighted Model Reduction of Flat Plate Solar Collectors

Haja Mohideen, A. J. B., Sreeram, V., Togneri, R. & Bettayeb, M., 2014, 2014 4th Australian Control Conference (AUCC), . Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. NA. p. 1-5

Research output: Chapter in Book/Conference paperConference paper

2013
3 Citations (Scopus)

A frequency limited model reduction technique for linear discrete systems

Du, X., Jazlan, A., Sreeram, V., Togneri, R., Ghafoor, A. & Sahlan, S., 2013, 2013 3rd Australian Control Conference (AUCC 2013). Barton, A.C.T.: IEEE, Institute of Electrical and Electronics Engineers, p. 421-426

Research output: Chapter in Book/Conference paperConference paper

8 Citations (Scopus)

A Lip Extraction Algorithm Using Region-based ACM With Automatic Contour Initialization

Sui, C., Bennamoun, M., Togneri, R. & Haque, S., 2013, 2013 IEEE Workshop on Applications of Computer Vision (WACV). United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 275-280

Research output: Chapter in Book/Conference paperConference paper

5 Citations (Scopus)

An efficient reliability estimation technique for audio-visual person identification

Alam, M., Bennamoun, M., Togneri, R. & Sohel, F., 2013, Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1631-1635

Research output: Chapter in Book/Conference paperConference paper

A psychoacoustic noise reduction method by auditory inhibition

Haque, S., Togneri, R. & Nordholm, S., 2013, International Journal of Signal Processing Systems. 2 ed. USA: Engineering and Technology Publishing, Vol. 1 . p. 196-201

Research output: Chapter in Book/Conference paperConference paper

A review on reduced order approximation for digital filters with complex coefficients using model reduction

Jazlan, A., Sreeram, V., Togneri, R. & Mousa, W. A., 2013, 2013 3rd Australian Control Conference (AUCC 2013). Barton, A.C.T.: IEEE, Institute of Electrical and Electronics Engineers, p. 79-84

Research output: Chapter in Book/Conference paperConference paper

10 Citations (Scopus)

Linear Regression-based Classifier for audio visual person identification

Alam, M., Togneri, R., Sohel, F., Bennamoun, M. & Naseem, I., 2013, 2013 1st International Conference on Communications, Signal Processing and Their Applications, ICCSPA 2013. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 5pp

Research output: Chapter in Book/Conference paperConference paper

2012

A 3D Audio-visual Corpus for Speech Recognition

Sui, C., Haque, S., Togneri, R. & Bennamoun, M., 2012, Proceedings of the 14th Australasian International Conference on Speech Science and Technology. Australia: Australasian Speech Science and Technology Association Inc, Vol. 14. p. 125-128

Research output: Chapter in Book/Conference paperConference paper

A Model-based Approach to Speaker Identification using Class-specific Dictionaries

Naseem, I., Togneri, R. & Bennamoun, M., 2012, Proceedings of the 14th Australasian International Conference on Speech Science and Technology. Australia: Australasian Speech Science and Technology Association Inc, Vol. 14. p. 57-60

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

A robust approach to reverberant blind source separation in the presence of noise for arbitrarily arranged sensors

Jafari, I., Togneri, R. & Nordholm, S., 2012, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 2413-2416

Research output: Chapter in Book/Conference paperConference paper

4 Citations (Scopus)

Discrimination comparison between audio and visual features

Sui, C., Togneri, R., Haque, S. & Bennamoun, M., 2012, 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR 2012). USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 1609-1612

Research output: Chapter in Book/Conference paperConference paper