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2020 – today
- 2024
[j61]Saeedreza Shehnepoor
, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Spatio-Temporal Graph Representation Learning for Fraudster Group Detection. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6628-6642 (2024)- [c88]Yuliang Zhang, Roberto Togneri, David Huang:
A Unified Loss Function to Tackle Inter-Class and Intra-Class Data Imbalance in Sound Event Detection. ICASSP 2024: 996-1000 - 2023
- [j60]Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun:
A novel quantum calculus-based complex least mean square algorithm (q-CLMS). Appl. Intell. 53(2): 1350-1369 (2023) - [j59]Syed Muhammad Atif, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Multi-Kernel Fusion for RBF Neural Networks. Neural Process. Lett. 55(2): 1045-1069 (2023) - [j58]Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel, Aref Miri Rekavandi, Farid Boussaïd:
Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation. Pattern Recognit. 142: 109655 (2023) - [j57]Fuling Chen, Roberto Togneri, Murray Maybery, Diana Weiting Tan:
Acoustic characterization and machine prediction of perceived masculinity and femininity in adults. Speech Commun. 147: 22-40 (2023) - [j56]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. IEEE Trans. Neural Networks Learn. Syst. 34(8): 4153-4166 (2023) - [c87]Siyu Sun, Jian Jin, Zhe Han, Xianjun Xia, Li Chen, Yijian Xiao, Piao Ding, Shenyi Song, Roberto Togneri, Haijian Zhang:
A Lightweight Fourier Convolutional Attention Encoder for Multi-Channel Speech Enhancement. ICASSP 2023: 1-5 - [c86]Yu Xuan, Xiangyu Zhang, Shuyue Stella Li, Zihan Shen, Xin Xie, Leibny Paola García, Roberto Togneri:
A New Approach to Extract Fetal Electrocardiogram Using Affine Combination of Adaptive Filters. ICASSP 2023: 1-5 - [c85]Zhuangqi Chen, Xianjun Xia, Cheng Chen, Xianke Wang, Yanhong Leng, Li Chen, Roberto Togneri, Yijian Xiao, Piao Ding, Shenyi Song, Pingjian Zhang:
A Two-stage Progressive Neural Network for Acoustic Echo Cancellation. INTERSPEECH 2023: 795-799 - [i26]Siddique Latif, Moazzam Shoukat, Fahad Shamshad, Muhammad Usama, Yi Ren, Heriberto Cuayáhuitl, Wenwu Wang, Xulong Zhang, Roberto Togneri, Erik Cambria, Björn W. Schuller:
Sparks of Large Audio Models: A Survey and Outlook. CoRR abs/2308.12792 (2023) - 2022
- [j55]Yuanjun Zhao, Roberto Togneri, Victor Sreeram:
Multi-task Learning-Based Spoofing-Robust Automatic Speaker Verification System. Circuits Syst. Signal Process. 41(7): 4068-4089 (2022) - [j54]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
ScoreGAN: A Fraud Review Detector Based on Regulated GAN With Data Augmentation. IEEE Trans. Inf. Forensics Secur. 17: 280-291 (2022) - [i25]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Spatio-Temporal Graph Representation Learning for Fraudster Group Detection. CoRR abs/2201.02621 (2022) - [i24]Xiangyu Zhang, Zhanhong He, Shuyue Stella Li, Roberto Togneri, Leibny Paola García-Perera:
Investigating self-supervised learning for lyrics recognition. CoRR abs/2209.12702 (2022) - [i23]Fuling Chen, Roberto Togneri, Murray Maybery, Diana Weiting Tan:
Automated Sex Classification of Children's Voices and Changes in Differentiating Factors with Age. CoRR abs/2209.13112 (2022) - 2021
- [j53]Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel:
Real time surveillance for low resolution and limited data scenarios: An image set classification approach. Inf. Sci. 580: 578-597 (2021) - [j52]Mónica F. Bugallo, Anthony G. Constantinides, Danilo P. Mandic, Alan V. Oppenheim, Roberto B. Togneri:
Innovation Starts With Education [From the Guest Editors]. IEEE Signal Process. Mag. 38(3): 11-13 (2021) - [j51]Sally A. Male, Roberto B. Togneri, Lu C. Jin:
Novice to Postgraduate Researcher Perceptions of Threshold Concepts and Capabilities in Signal Processing: Understanding Students' and Researchers' Perspectives. IEEE Signal Process. Mag. 38(3): 30-36 (2021) - [j50]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
DFraud³: Multi-Component Fraud Detection Free of Cold-Start. IEEE Trans. Inf. Forensics Secur. 16: 3456-3468 (2021) - [i22]Fuling Chen, Roberto Togneri, Murray Maybery, Diana Tan:
Voice Gender Scoring and Independent Acoustic Characterization of Perceived Masculinity and Femininity. CoRR abs/2102.07982 (2021) - [i21]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. CoRR abs/2105.11602 (2021) - [i20]Syed Saiq Hussain, Muhammad Usman, Taha Hasan Masood Siddique, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
q-RBFNN: A Quantum Calculus-based RBF Neural Network. CoRR abs/2106.01370 (2021) - [i19]Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun:
A Novel Quantum Calculus-based Complex Least Mean Square Algorithm (q-CLMS). CoRR abs/2110.04453 (2021) - [i18]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Social Fraud Detection Review: Methods, Challenges and Analysis. CoRR abs/2111.05645 (2021) - 2020
- [j49]Yuanjun Zhao, Roberto Togneri, Victor Sreeram:
Replay anti-spoofing countermeasure based on data augmentation with post selection. Comput. Speech Lang. 64: 101115 (2020) - [j48]Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, Defeng David Huang:
Sound Event Detection Using Multiple Optimized Kernels. IEEE ACM Trans. Audio Speech Lang. Process. 28: 1745-1754 (2020) - [j47]Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, David Huang:
Multi-Task Learning for Acoustic Event Detection Using Event and Frame Position Information. IEEE Trans. Multim. 22(3): 569-578 (2020) - [c84]Xi Shen, Defeng David Huang, Claire Vincent, Wenxiao Wang, Roberto Togneri:
A Differential Approach for Rain Field Tomographic Reconstruction Using Microwave Signals from Leo Satellites. ICASSP 2020: 9001-9005 - [c83]Boming Song, Defeng David Huang, Xi Shen, Roberto Togneri:
Performance Analysis for Path Attenuation Estimation of Microwave Signals Due to Rainfall and Beyond. ICASSP 2020: 9016-9020 - [c82]Fuling Chen, Roberto Togneri, Murray Maybery, Diana Tan:
An Objective Voice Gender Scoring System and Identification of the Salient Acoustic Measures. INTERSPEECH 2020: 1848-1852 - [i17]Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel:
Unconstrained Matching of 2D and 3D Descriptors for 6-DOF Pose Estimation. CoRR abs/2005.14502 (2020) - [i16]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
DFraud3- Multi-Component Fraud Detection freeof Cold-start. CoRR abs/2006.05718 (2020) - [i15]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
GANgster: A Fraud Review Detector based on Regulated GAN with Data Augmentation. CoRR abs/2006.06561 (2020) - [i14]Syed Muhammad Atif, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Multi-Kernel Fusion for RBF Neural Networks. CoRR abs/2007.02592 (2020) - [i13]Yuanjun Zhao, Roberto Togneri, Victor Sreeram:
Multi-task Learning Based Spoofing-Robust Automatic Speaker Verification System. CoRR abs/2012.03154 (2020)
2010 – 2019
- 2019
- [b1]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Neural Representations of Natural Language. Studies in Computational Intelligence 783, Springer 2019, ISBN 978-981-13-0061-5, pp. 1-119 - [j46]Tokunbo Ogunfunmi, Ravi Prakash Ramachandran, Roberto Togneri, Brett Y. Smolenski, Visar Berisha:
Guest Editorial: Algorithms and Architectures for Machine Learning Based Speech Processing. Circuits Syst. Signal Process. 38(8): 3399-3405 (2019) - [j45]Tokunbo Ogunfunmi, Ravi Prakash Ramachandran, Roberto Togneri, Yuanjun Zhao, Xianjun Xia:
A Primer on Deep Learning Architectures and Applications in Speech Processing. Circuits Syst. Signal Process. 38(8): 3406-3432 (2019) - [j44]Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, Defeng Huang:
A Survey: Neural Network-Based Deep Learning for Acoustic Event Detection. Circuits Syst. Signal Process. 38(8): 3433-3453 (2019) - [j43]Alishba Sadiq, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Enhanced q-least Mean Square. Circuits Syst. Signal Process. 38(10): 4817-4839 (2019) - [j42]Xi Shen, Defeng David Huang, Boming Song, Claire Vincent, Roberto Togneri:
3-D Tomographic Reconstruction of Rain Field Using Microwave Signals From LEO Satellites: Principle and Simulation Results. IEEE Trans. Geosci. Remote. Sens. 57(8): 5434-5446 (2019) - [j41]Xianjun Xia, Roberto Togneri, Ferdous Sohel, Defeng Huang:
Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection. IEEE Trans. Multim. 21(6): 1359-1371 (2019) - [c81]Yuanjun Zhao, Roberto Togneri, Victor Sreeram:
Data augmentation and post selection for improved replay attack detection. APSIPA 2019: 818-821 - [c80]Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri:
Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. DICTA 2019: 1-7 - [c79]Roberto Togneri, Sally A. Male:
Signals and Systems: Casting It as an Action-adventure Rather than a Horror Genre. ICASSP 2019: 7859-7863 - [c78]Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel:
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds. ICONIP (2) 2019: 222-234 - [c77]Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri:
Learning-Based Confidence Estimation for Multi-modal Classifier Fusion. ICONIP (2) 2019: 299-312 - [p2]Uzair Nadeem, Syed Afaq Ali Shah, Ferdous Sohel, Roberto Togneri, Mohammed Bennamoun:
Deep Learning for Scene Understanding. Handbook of Deep Learning Applications 2019: 21-51 - [i12]Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
A Novel Adaptive Kernel for the RBF Neural Networks. CoRR abs/1905.03546 (2019) - [i11]Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel:
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Cloud. CoRR abs/1906.06064 (2019) - 2018
- [j40]Imad Zyout, Roberto Togneri:
A computer-aided detection of the architectural distortion in digital mammograms using the fractal dimension measurements of BEMD. Comput. Medical Imaging Graph. 70: 173-184 (2018) - [j39]Wei Gao, Shen Fan, Roberto Togneri, Victor Sreeram:
A new proof of a contrast function for bounded component analysis and further analysis. Comput. Speech Lang. 51: 93-109 (2018) - [j38]Shujaat Khan, Imran Naseem, Muhammad Ammar Malik, Roberto Togneri, Mohammed Bennamoun:
A Fractional Gradient Descent-Based RBF Neural Network. Circuits Syst. Signal Process. 37(12): 5311-5332 (2018) - [j37]Muhammad Affan Alim, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
The most discriminant subbands for face recognition: A novel information-theoretic framework. Int. J. Wavelets Multiresolution Inf. Process. 16(5): 1850040:1-1850040:24 (2018) - [j36]Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang:
Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features. Pattern Recognit. 81: 1-13 (2018) - [j35]Shamsiah Abidin, Roberto Togneri, Ferdous Ahmed Sohel:
Spectrotemporal Analysis Using Local Binary Pattern Variants for Acoustic Scene Classification. IEEE ACM Trans. Audio Speech Lang. Process. 26(11): 2112-2121 (2018) - [j34]Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
RAFP-Pred: Robust Prediction of Antifreeze Proteins Using Localized Analysis of n-Peptide Compositions. IEEE ACM Trans. Comput. Biol. Bioinform. 15(1): 244-250 (2018) - [j33]Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. IEEE Trans. Neural Networks Learn. Syst. 29(8): 3573-3587 (2018) - [c76]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
NovelPerspective: Identifying Point of View Characters. ACL (4) 2018: 7-12 - [c75]Shamsiah Abidin, Roberto Togneri, Ferdous Sohel:
Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations. AVSS 2018: 1-6 - [c74]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Finding Word Sense Embeddings of Known Meaning. CICLing (2) 2018: 3-16 - [c73]Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang:
Confidence Based Acoustic Event Detection. ICASSP 2018: 306-310 - [c72]Shamsiah Abidin, Xianjun Xia, Roberto Togneri, Ferdous Sohel:
Local Binary Pattern with Random Forest for Acoustic Scene Classification. ICME 2018: 1-6 - [c71]Yuanjun Zhao, Roberto Togneri, Victor Sreeram:
Spoofing Detection Using Adaptive Weighting Framework and Clustering Analysis. INTERSPEECH 2018: 626-630 - [c70]Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Sohel:
Generalized Joint Sparse Representation for Multimodal Biometric Fusion of Heterogeneous Features. WIFS 2018: 1-6 - [i10]Shujaat Khan, Alishba Sadiq, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Enhanced q-Least Mean Square. CoRR abs/1801.00410 (2018) - [i9]Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
Image Set Classification for Low Resolution Surveillance. CoRR abs/1803.09470 (2018) - [i8]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
DataDeps.jl: Repeatable Data Setup for Replicable Data Science. CoRR abs/1808.01091 (2018) - [i7]Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
RAFP-Pred: Robust Prediction of Antifreeze Proteins using Localized Analysis of n-Peptide Compositions. CoRR abs/1809.09620 (2018) - 2017
- [j32]Imran Naseem, Affan Aleem, Roberto Togneri, Mohammed Bennamoun:
Iris recognition using class-specific dictionaries. Comput. Electr. Eng. 62: 178-193 (2017) - [j31]Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
A Novel Adaptive Kernel for the RBF Neural Networks. Circuits Syst. Signal Process. 36(4): 1639-1653 (2017) - [j30]Chao Sui, Mohammed Bennamoun, Roberto Togneri:
Deep feature learning for dummies: A simple auto-encoder training method using Particle Swarm Optimisation. Pattern Recognit. Lett. 94: 75-80 (2017) - [j29]Chao Sui, Roberto Togneri, Mohammed Bennamoun:
A cascade gray-stereo visual feature extraction method for visual and audio-visual speech recognition. Speech Commun. 90: 26-38 (2017) - [j28]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data. IEEE Trans. Multim. 19(2): 317-326 (2017) - [c69]Yuanjun Zhao, Roberto Togneri, Victor Sreeram:
Compressed high dimensional features for speaker spoofing detection. APSIPA 2017: 569-572 - [c68]Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Efficient Image Set Classification Using Linear Regression Based Image Reconstruction. CVPR Workshops 2017: 601-610 - [c67]Shamsiah Abidin, Roberto Togneri, Ferdous Ahmed Sohel:
Enhanced LBP texture features from time frequency representations for acoustic scene classification. ICASSP 2017: 626-630 - [c66]Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang:
Random forest regression based acoustic event detection with bottleneck features. ICME 2017: 157-162 - [c65]Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang:
Random forest classification based acoustic event detection. ICME 2017: 163-168 - [c64]Shujaat Khan, Naveed Ahmed, Muhammad Ammar Malik, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
FLMF: Fractional least mean fourth algorithm for channel estimation in non-Gaussian environment. ICTC 2017: 466-470 - [c63]Shujaat Khan, Muhammad Usman, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
VP-FLMS: A Novel Variable Power Fractional LMS Algorithm. ICUFN 2017: 290-295 - [c62]Salman Hameed Khan, Xuming He, Fatih Porikli, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Learning deep structured network for weakly supervised change detection. IJCAI 2017: 2008-2015 - [c61]Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang:
Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection. INTERSPEECH 2017: 474-478 - [c60]Wei Gao, Roberto Togneri, Victor Sreeram:
A Contrast Function and Algorithm for Blind Separation of Audio Signals. INTERSPEECH 2017: 1889-1893 - [i6]Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Efficient Image Set Classification using Linear Regression based Image Reconstruction. CoRR abs/1701.02485 (2017) - [i5]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Learning Distributions of Meant Color. CoRR abs/1709.09360 (2017) - [i4]Shujaat Khan, Muhammad Usman, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
A Robust Variable Step Size Fractional Least Mean Square (RVSS-FLMS) Algorithm. CoRR abs/1711.04973 (2017) - 2016
- [j27]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri, Imran Naseem:
Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images. Int. J. Comput. Vis. 117(1): 1-20 (2016) - [j26]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Automatic Shadow Detection and Removal from a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. 38(3): 431-446 (2016) - [j25]Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. IEEE Trans. Image Process. 25(7): 3372-3383 (2016) - [c59]Ahmad Jazlan, Victor Sreeram, Roberto Togneri, Ha Binh Minh:
Generalized gramian based frequency interval model reduction for unstable systems. AuCC 2016: 43-47 - [c58]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Generating Bags of Words from the Sums of Their Word Embeddings. CICLing (1) 2016: 91-102 - [c57]Imad Zyout, Roberto Togneri:
A new approach for the detection of architectural distortions using textural analysis of surrounding tissue. EMBC 2016: 3965-3968 - [c56]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem. ICDM Workshops 2016: 770-777 - [c55]Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Audio-visual biometric recognition via joint sparse representations. ICPR 2016: 3031-3035 - [i3]Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Fatih Porikli, Ferdous Ahmed Sohel, Roberto Togneri:
Weakly Supervised Change Detection in a Pair of Images. CoRR abs/1606.02009 (2016) - 2015
- [j24]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A confidence-based late fusion framework for audio-visual biometric identification. Pattern Recognit. Lett. 52: 65-71 (2015) - [c54]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
How Well Sentence Embeddings Capture Meaning. ADCS 2015: 9:1-9:8 - [c53]Ahmad Jazlan, Victor Sreeram, Roberto Togneri:
Cross gramian based time interval model reduction. AuCC 2015: 274-276 - [c52]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A deep neural network for audio-visual person recognition. BTAS 2015: 1-6 - [c51]Varun Godbole, Wei Liu, Roberto Togneri:
An Investigation of Neural Embeddings for Coreference Resolution. CICLing (1) 2015: 241-251 - [c50]Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Separating objects and clutter in indoor scenes. CVPR 2015: 4603-4611 - [c49]Imad Zyout, Roberto Togneri:
Empirical mode decomposition of digital mammograms for the statistical based characterization of architectural distortion. EMBC 2015: 109-112 - [c48]Chao Sui, Roberto Togneri, Mohammed Bennamoun:
Extracting deep bottleneck features for visual speech recognition. ICASSP 2015: 1518-1522 - [c47]Chao Sui, Mohammed Bennamoun, Roberto Togneri:
Listening with Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines. ICCV 2015: 154-162 - [c46]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification. PSIVT 2015: 631-641 - [i2]Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. CoRR abs/1506.05196 (2015) - [i1]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data. CoRR abs/1508.03422 (2015) - 2014
- [j23]Yathunanthan Sivarajah, Eun-Jung Holden, Roberto Togneri, Greg Price, Tele Tan:
Quantifying target spotting performances with complex geoscientific imagery using ERP P300 responses. Int. J. Hum. Comput. Stud. 72(3): 275-283 (2014) - [j22]Md. Shamsul Huda, John Yearwood, Roberto Togneri:
Hybrid Metaheuristic Approaches to the Expectation Maximization for Estimation of the Hidden Markov Model for Signal Modeling. IEEE Trans. Cybern. 44(10): 1962-1977 (2014) - [c45]Ahmad Jazlan, Victor Sreeram, Roberto Togneri, Maamar Bettayeb:
Time weighted model reduction of flat plate solar collectors. AuCC 2014: 107-111 - [c44]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Automatic Feature Learning for Robust Shadow Detection. CVPR 2014: 1939-1946 - [c43]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Geometry Driven Semantic Labeling of Indoor Scenes. ECCV (1) 2014: 679-694 - [c42]Matt Atcheson, Ingrid Jafari, Roberto Togneri, Sven Nordholm:
On the use of contextual time-frequency information for full-band clustering-based convolutive blind source separation. ICASSP 2014: 2114-2118 - [c41]Joshua Hollick, Ingrid Jafari, Roberto Togneri, Sven Nordholm:
Source number estimation in reverberant conditions via full-band weighted, adaptive fuzzy c-means clustering. ICASSP 2014: 7450-7454 - [c40]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
Confidence-based Rank-level Fusion for Audio-visual Person Identification System. ICPRAM 2014: 608-615 - [c39]Ingrid Jafari, Roberto Togneri, Sven Nordholm:
On the use of the Watson mixture model for clustering-based under-determined blind source separation. INTERSPEECH 2014: 988-992 - [c38]Ingrid Jafari, Matt Atcheson, Roberto Togneri, Sven Nordholm:
Time-frequency clustering with weighted and contextual information for convolutive blind source separation. SSP 2014: 157-160 - 2013
- [j21]Ingrid Jafari, Serajul Haque, Roberto Togneri, Sven Nordholm:
Evaluations on underdetermined blind source separation in adverse environments using time-frequency masking. EURASIP J. Adv. Signal Process. 2013: 162 (2013) - [j20]Kit Yan Chan, Sven Nordholm, Ka Fai Cedric Yiu, Roberto Togneri:
Speech enhancement strategy for speech recognition microcontroller under noisy environments. Neurocomputing 118: 279-288 (2013) - [c37]Ahmad Jazlan, Victor Sreeram, Roberto Togneri, Wail A. Mousa:
A review on reduced order approximation for digital filters with complex coefficients using model reduction. AuCC 2013: 79-84 - [c36]Xin Du, Ahmad Jazlan, Victor Sreeram, Roberto Togneri, Abdul Ghafoor, Shafishuhaza Sahlan:
A frequency limited model reduction technique for linear discrete systems. AuCC 2013: 421-426 - [c35]Chao Sui, Mohammed Bennamoun, Roberto Togneri, Serajul Haque:
A lip extraction algorithm using region-based ACM with automatic contour initialization. WACV 2013: 275-280 - 2012
- [j19]Daniel Pullella, Roberto Togneri:
Iterative Group Selection-Based Enhancement of Time-Frequency masks for Missing Data Recognition. Int. J. Pattern Recognit. Artif. Intell. 26(4) (2012) - [j18]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Robust regression for face recognition. Pattern Recognit. 45(1): 104-118 (2012) - [c34]Chao Sui, Roberto Togneri, Serajul Haque, Mohammed Bennamoun:
Discrimination comparison between audio and visual features. ACSCC 2012: 1609-1612 - [c33]Ingrid Jafari, Serajul Haque, Roberto Togneri, Sven Nordholm:
On the integration of time-frequency masking speech separation and recognition in underdetermined environments. ACSCC 2012: 1613-1617 - [c32]Yathunanthan Sivarajah, Eun-Jung Holden, Roberto Togneri, Tele Tan, Greg Price, Peter Kovesi:
Studying the Impact of Feature Saliency for Geoscientific Target Detection Using Electroencephalography (EEG). DICTA 2012: 1-6 - [c31]Ingrid Jafari, Roberto Togneri, Sven Nordholm:
A robust approach to reverberant blind source separation in the presence of noise for arbitrarily arranged sensors. ICASSP 2012: 2413-2416 - 2011
- [j17]Marco Kühne, Roberto Togneri, Sven Nordholm:
A New Evidence Model for Missing Data Speech Recognition With Applications in Reverberant Multi-Source Environments. IEEE Trans. Speech Audio Process. 19(2): 372-384 (2011) - [j16]Serajul Haque, Roberto Togneri, Anthony Zaknich:
An Auditory Motivated Asymmetric Compression Technique for Speech Recognition. IEEE Trans. Speech Audio Process. 19(7): 2111-2124 (2011) - [c30]Jia Min Karen Kua, Eliathamby Ambikairajah, Julien Epps, Roberto Togneri:
Speaker verification using sparse representation classification. ICASSP 2011: 4548-4551 - [c29]Denis Burnham, Dominique Estival, Steven Fazio, Jette Viethen, Felicity Cox, Robert Dale, Steve Cassidy, Julien Epps, Roberto Togneri, Michael Wagner, Yuko Kinoshita, Roland Göcke, Joanne Arciuli, Mark Onslow, Trent W. Lewis, Andrew Butcher, John Hajek:
Building an Audio-Visual Corpus of Australian English: Large Corpus Collection with an Economical Portable and Replicable Black Box. INTERSPEECH 2011: 841-844 - [c28]Ingrid Jafari, Serajul Haque, Roberto Togneri, Sven Nordholm:
Underdetermined Blind Source Separation with Fuzzy Clustering for Arbitrarily Arranged Sensors. INTERSPEECH 2011: 1753-1756 - [p1]Marco Kühne, Roberto Togneri, Sven Nordholm:
Evidence Modeling for Missing Data Speech Recognition Using Small Microphone Arrays. Robust Speech Recognition of Uncertain or Missing Data 2011: 293-318 - 2010
- [j15]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Linear Regression for Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 32(11): 2106-2112 (2010) - [j14]Marco Kühne, Roberto Togneri, Sven Nordholm:
A novel fuzzy clustering algorithm using observation weighting and context information for reverberant blind speech separation. Signal Process. 90(2): 653-669 (2010) - [c27]Serajul Haque, Roberto Togneri:
A psychoacoustic spectral subtraction method for noise suppression in automatic speech recognition. ICASSP 2010: 1618-1621 - [c26]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Robust Regression for Face Recognition. ICPR 2010: 1156-1159 - [c25]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Sparse Representation for Speaker Identification. ICPR 2010: 4460-4463 - [c24]Serajul Haque, Roberto Togneri:
A feature extraction method for automatic speech recognition based on the cochlear nucleus. INTERSPEECH 2010: 2454-2457
2000 – 2009
- 2009
- [j13]Md. Shamsul Huda, John Yearwood, Roberto Togneri:
A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model. Pattern Recognit. Lett. 30(14): 1301-1309 (2009) - [j12]Serajul Haque, Roberto Togneri, Anthony Zaknich:
Perceptual features for automatic speech recognition in noisy environments. Speech Commun. 51(1): 58-75 (2009) - [j11]Marco Kühne, Roberto Togneri, Sven Nordholm:
Robust Source Localization in Reverberant Environments Based on Weighted Fuzzy Clustering. IEEE Signal Process. Lett. 16(2): 85 (2009) - [j10]Md. Shamsul Huda, John Yearwood, Roberto Togneri:
A Constraint-Based Evolutionary Learning Approach to the Expectation Maximization for Optimal Estimation of the Hidden Markov Model for Speech Signal Modeling. IEEE Trans. Syst. Man Cybern. Part B 39(1): 182-197 (2009) - [c23]Daniel Pullella, Roberto Togneri:
A criterion for the enhancement of time-frequency masks in missing data recognition. ICASSP 2009: 4185-4188 - [c22]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Sparse Representation for Video-Based Face Recognition. ICB 2009: 219-228 - [c21]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Face identification using linear regression. ICIP 2009: 4161-4164 - 2008
- [c20]Marco Kühne, Daniel Pullella, Roberto Togneri, Sven Nordholm:
Towards the use of full covariance models for missing data speaker recognition. ICASSP 2008: 4537-4540 - [c19]Daniel Pullella, Marco Kühne, Roberto Togneri:
Robust speaker identification using combined feature selection and missing data recognition. ICASSP 2008: 4833-4836 - [c18]Marco Kühne, Roberto Togneri, Sven Nordholm:
Adaptive beamforming and soft missing data decoding for robust speech recognition in reverberant environments. INTERSPEECH 2008: 976-979 - [c17]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Sparse Representation for Ear Biometrics. ISVC (2) 2008: 336-345 - 2007
- [c16]Marco Kühne, Roberto Togneri, Sven Nordholm:
Mel-Spectrographic Mask Estimation for Missing Data Speech Recognition using Short-Time-Fourier-Transform Ratio Estimators. ICASSP (4) 2007: 405-408 - [c15]Serajul Haque, Roberto Togneri, Anthony Zaknich:
A Temporal Auditory Model with Adaptation for Automatic Speech Recognition. ICASSP (4) 2007: 1141-1144 - [c14]A. M. Toh, Roberto Togneri, Sven Nordholm:
Feature and distribution normalization schemes for statistical mismatch reduction in reverberant speech recognition. INTERSPEECH 2007: 234-237 - [c13]Roberto Togneri, Li Deng:
A structured speech model parameterized by recursive dynamics and neural networks. INTERSPEECH 2007: 894-897 - [c12]Marco Kühne, Roberto Togneri, Sven Nordholm:
Smooth soft mel-spectrographic masks based on blind sparse source separation. INTERSPEECH 2007: 918-921 - 2006
- [j9]Roberto Togneri, Li Deng:
A state-space model with neural-network prediction for recovering vocal tract resonances in fluent speech from Mel-cepstral coefficients. Speech Commun. 48(8): 971-988 (2006) - [j8]Alan Davis, Sven Nordholm, Roberto Togneri:
Statistical voice activity detection using low-variance spectrum estimation and an adaptive threshold. IEEE Trans. Speech Audio Process. 14(2): 412-424 (2006) - [c11]Alan Davis, Sven Nordholm, Siow Yong Low, Roberto Togneri:
A multi-decision sub-band voice activity detector. EUSIPCO 2006: 1-5 - [c10]Oscar Chan, Roberto Togneri:
Prosodic features for a maximum entropy language model. INTERSPEECH 2006 - [c9]Marco Kühne, Roberto Togneri:
Automatic English stop consonants classification using wavelet analysis and hidden Markov models. INTERSPEECH 2006 - 2004
- [j7]Siow Yong Low, Sven Nordholm, Roberto Togneri:
Convolutive blind signal separation with post-processing. IEEE Trans. Speech Audio Process. 12(5): 539-548 (2004) - [c8]Siow Yong Low, Roberto Togneri, Sven Nordholm:
Spatio-temporal processing for distant speech recognition. ICASSP (1) 2004: 1001-1004 - [c7]Li Deng, Roberto Togneri:
Use of neural network mapping and extended kalman filter to recover vocal tract resonances from the MFCC parameters of speech. INTERSPEECH 2004: 1097-1100 - 2003
- [j6]Roberto Togneri, Li Deng:
Joint state and parameter estimation for a target-directed nonlinear dynamic system model. IEEE Trans. Signal Process. 51(12): 3061-3070 (2003) - 2001
- [j5]Roberto Togneri, Jeff Z. Ma, Li Deng:
Parameter estimation of a target-directed dynamic system model with switching states. Signal Process. 81(5): 975-987 (2001) - [c6]Roberto Togneri, Li Deng:
An EKF-based algorithm for learning statistical hidden dynamic model parameters for phonetic recognition. ICASSP 2001: 465-468 - 2000
- [c5]Jiping Sun, Roberto Togneri, Li Deng:
A robust speech understanding system using conceptual relational grammar. INTERSPEECH 2000: 879-882
1990 – 1999
- 1998
- [j4]Roberto Togneri:
Parallel program analysis on workstation clusters: Memory utilisation and load balancing. Concurr. Pract. Exp. 10(8): 631-653 (1998) - [c4]Raymond Low, Roberto Togneri:
Speech recognition using the probabilistic neural network. ICSLP 1998 - 1997
- [j3]Roberto Togneri:
Parallel program analysis on workstation clusters: speedup profiling and latency hiding. Concurr. Pract. Exp. 9(7): 721-751 (1997) - [j2]Yaxin Zhang, Roberto Togneri, Michael D. Alder:
Phoneme-based vector quantization in a discrete HMM speech recognizer. IEEE Trans. Speech Audio Process. 5(1): 26-32 (1997) - 1995
- [c3]A. I. Rasiah, Roberto Togneri, Yianni Attikiouzel:
QRS detection using morphological and rhythm information. ICNN 1995: 2287-2292 - 1994
- [c2]Yaxin Zhang, Michael D. Alder, Roberto Togneri:
Using Gaussian mixture modeling in speech recognition. ICASSP (1) 1994: 613-616 - 1990
- [j1]Michael D. Alder, Roberto Togneri, Edmund Lai, Yianni Attikiouzel:
Kohonen's algorithm for the numerical parametrisation of manifolds. Pattern Recognit. Lett. 11(5): 313-319 (1990) - [c1]Edmund Lai, G. A. Carrijo, R. Bennett, Roberto Togneri, Michael D. Alder, Yianni Attikiouzel:
An English language speech database at the University of Western Australia. ICASSP 1990: 101-104
Coauthor Index
[j61] [j60] [j59] [j58] [j56] [j54] [i25] [j53] [j50] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [b1] [j43] [c80] [c78] [c77] [p2] [i12] [i11] [j38] [j37] [j34] [j33] [c76] [c74] [c70] [i10] [i9] [i8] [i7] [j32] [j31] [j30] [j29] [j28] [c68] [c64] [c63] [c62] [i6] [i5] [i4] [j27] [j26] [j25] [c58] [c56] [c55] [i3] [j24] [c54] [c52] [c50] [c48] [c47] [c46] [i2] [i1] [c44] [c43] [c40] [c35] [j18] [c34] [j15] [c26] [c25] [c22] [c21] [c17]
Salman H. Khan 0001
aka: Salman Hameed Khan
aka: Salman Hameed Khan
Ferdous Sohel
aka: Ferdous Ahmed Sohel
aka: Ferdous Ahmed Sohel
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