Roberto Togneri

180 papers A* 4A 21B 5C 2Misc 22Journal 89Unranked 34

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Filling MIDI Velocity using U-Net Image Colorizer. CoRR Zhanhong He, David Cooper, Defeng Huang, Roberto Togneri
2025	J	`jnl`	Joint Estimation of Piano Dynamics and Metrical Structure with a Multi-task Multi-Scale Network. CoRR Zhanhong He, Hanyu Meng, David Huang, Roberto Togneri
2025	J	`jnl`	Music Tempo Estimation on Solo Instrumental Performance. CoRR Zhanhong He, Roberto Togneri, Xiangyu Zhang
2025	J	`jnl`	Score-Informed BiLSTM Correction for Refining MIDI Velocity in Automatic Piano Transcription. CoRR Zhanhong He, Roberto Togneri, Defeng Huang
2024	Misc	`conf`	A Unified Loss Function to Tackle Inter-Class and Intra-Class Data Imbalance in Sound Event Detection. ICASSP Yuliang Zhang, Roberto Togneri, David Huang
2024	J	`jnl`	Spatio-Temporal Graph Representation Learning for Fraudster Group Detection. IEEE Trans. Neural Networks Learn. Syst. Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2023	Misc	`conf`	A Lightweight Fourier Convolutional Attention Encoder for Multi-Channel Speech Enhancement. ICASSP Siyu Sun, Jian Jin, Zhe Han, Xianjun Xia, Li Chen, Yijian Xiao, Piao Ding, Shenyi Song, Roberto Togneri, Haijian Zhang
2023	Misc	`conf`	A New Approach to Extract Fetal Electrocardiogram Using Affine Combination of Adaptive Filters. ICASSP Yu Xuan, Xiangyu Zhang, Shuyue Stella Li, Zihan Shen, Xin Xie, Leibny Paola García, Roberto Togneri
2023	A	`conf`	A Two-stage Progressive Neural Network for Acoustic Echo Cancellation. INTERSPEECH Zhuangqi Chen, Xianjun Xia, Cheng Chen, Xianke Wang, Yanhong Leng, Li Chen, Roberto Togneri, Yijian Xiao, Piao Ding, Shenyi Song, Pingjian Zhang
2023	J	`jnl`	A novel quantum calculus-based complex least mean square algorithm (q-CLMS). Appl. Intell. Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun
2023	J	`jnl`	Acoustic characterization and machine prediction of perceived masculinity and femininity in adults. Speech Commun. Fuling Chen, Roberto Togneri, Murray Maybery, Diana Weiting Tan
2023	J	`jnl`	Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation. Pattern Recognit. Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel, Aref Miri Rekavandi, Farid Boussaïd
2023	J	`jnl`	HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. IEEE Trans. Neural Networks Learn. Syst. Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2023	J	`jnl`	Multi-Kernel Fusion for RBF Neural Networks. Neural Process. Lett. Syed Muhammad Atif, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2023	J	`jnl`	Sparks of Large Audio Models: A Survey and Outlook. CoRR Siddique Latif, Moazzam Shoukat, Fahad Shamshad, Muhammad Usama, Yi Ren, Heriberto Cuayáhuitl, Wenwu Wang, Xulong Zhang, Roberto Togneri, Erik Cambria, Björn W. Schuller
2022	J	`jnl`	Automated Sex Classification of Children's Voices and Changes in Differentiating Factors with Age. CoRR Fuling Chen, Roberto Togneri, Murray Maybery, Diana Weiting Tan
2022	J	`jnl`	Investigating self-supervised learning for lyrics recognition. CoRR Xiangyu Zhang, Zhanhong He, Shuyue Stella Li, Roberto Togneri, Leibny Paola García-Perera
2022	J	`jnl`	Multi-task Learning-Based Spoofing-Robust Automatic Speaker Verification System. Circuits Syst. Signal Process. Yuanjun Zhao, Roberto Togneri, Victor Sreeram
2022	J	`jnl`	ScoreGAN: A Fraud Review Detector Based on Regulated GAN With Data Augmentation. IEEE Trans. Inf. Forensics Secur. Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2022	J	`jnl`	Spatio-Temporal Graph Representation Learning for Fraudster Group Detection. CoRR Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2021	J	`jnl`	A Novel Quantum Calculus-based Complex Least Mean Square Algorithm (q-CLMS). CoRR Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun
2021	J	`jnl`	DFraud³: Multi-Component Fraud Detection Free of Cold-Start. IEEE Trans. Inf. Forensics Secur. Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2021	J	`jnl`	HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. CoRR Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2021	J	`jnl`	Real time surveillance for low resolution and limited data scenarios: An image set classification approach. Inf. Sci. Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
2021	J	`jnl`	Social Fraud Detection Review: Methods, Challenges and Analysis. CoRR Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2021	J	`jnl`	Voice Gender Scoring and Independent Acoustic Characterization of Perceived Masculinity and Femininity. CoRR Fuling Chen, Roberto Togneri, Murray Maybery, Diana Tan
2021	J	`jnl`	q-RBFNN: A Quantum Calculus-based RBF Neural Network. CoRR Syed Saiq Hussain, Muhammad Usman, Taha Hasan Masood Siddique, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2020	Misc	`conf`	A Differential Approach for Rain Field Tomographic Reconstruction Using Microwave Signals from Leo Satellites. ICASSP Xi Shen, Defeng David Huang, Claire Vincent, Wenxiao Wang, Roberto Togneri
2020	A	`conf`	An Objective Voice Gender Scoring System and Identification of the Salient Acoustic Measures. INTERSPEECH Fuling Chen, Roberto Togneri, Murray Maybery, Diana Tan
2020	J	`jnl`	DFraud3- Multi-Component Fraud Detection freeof Cold-start. CoRR Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2020	J	`jnl`	GANgster: A Fraud Review Detector based on Regulated GAN with Data Augmentation. CoRR Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2020	J	`jnl`	Multi-Kernel Fusion for RBF Neural Networks. CoRR Syed Muhammad Atif, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2020	J	`jnl`	Multi-Task Learning for Acoustic Event Detection Using Event and Frame Position Information. IEEE Trans. Multim. Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, David Huang
2020	J	`jnl`	Multi-task Learning Based Spoofing-Robust Automatic Speaker Verification System. CoRR Yuanjun Zhao, Roberto Togneri, Victor Sreeram
2020	Misc	`conf`	Performance Analysis for Path Attenuation Estimation of Microwave Signals Due to Rainfall and Beyond. ICASSP Boming Song, Defeng David Huang, Xi Shen, Roberto Togneri
2020	J	`jnl`	Replay anti-spoofing countermeasure based on data augmentation with post selection. Comput. Speech Lang. Yuanjun Zhao, Roberto Togneri, Victor Sreeram
2020	J	`jnl`	Sound Event Detection Using Multiple Optimized Kernels. IEEE ACM Trans. Audio Speech Lang. Process. Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, Defeng David Huang
2020	J	`jnl`	Unconstrained Matching of 2D and 3D Descriptors for 6-DOF Pose Estimation. CoRR Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
2019	J	`jnl`	3-D Tomographic Reconstruction of Rain Field Using Microwave Signals From LEO Satellites: Principle and Simulation Results. IEEE Trans. Geosci. Remote. Sens. Xi Shen, Defeng David Huang, Boming Song, Claire Vincent, Roberto Togneri
2019	J	`jnl`	A Novel Adaptive Kernel for the RBF Neural Networks. CoRR Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2019	J	`jnl`	A Primer on Deep Learning Architectures and Applications in Speech Processing. Circuits Syst. Signal Process. Tokunbo Ogunfunmi, Ravi Prakash Ramachandran, Roberto Togneri, Yuanjun Zhao, Xianjun Xia
2019	J	`jnl`	A Survey: Neural Network-Based Deep Learning for Acoustic Event Detection. Circuits Syst. Signal Process. Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, Defeng Huang
2019	J	`jnl`	Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection. IEEE Trans. Multim. Xianjun Xia, Roberto Togneri, Ferdous Sohel, Defeng Huang
2019	—	`conf`	Data augmentation and post selection for improved replay attack detection. APSIPA Yuanjun Zhao, Roberto Togneri, Victor Sreeram
2019	Misc	`conf`	Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. DICTA Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri
2019	—	`ch.`	Deep Learning for Scene Understanding. Handbook of Deep Learning Applications Uzair Nadeem, Syed Afaq Ali Shah, Ferdous Sohel, Roberto Togneri, Mohammed Bennamoun
2019	J	`jnl`	Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Cloud. CoRR Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
2019	—	`conf`	Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds. ICONIP (2) Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
2019	J	`jnl`	Enhanced Circuits Syst. Signal Process. Alishba Sadiq, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2019	J	`jnl`	Guest Editorial: Algorithms and Architectures for Machine Learning Based Speech Processing. Circuits Syst. Signal Process. Tokunbo Ogunfunmi, Ravi Prakash Ramachandran, Roberto Togneri, Brett Y. Smolenski, Visar Berisha
2019	—	`conf`	Learning-Based Confidence Estimation for Multi-modal Classifier Fusion. ICONIP (2) Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri
2019	—	`book`	Neural Representations of Natural Language Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2019	Misc	`conf`	Signals and Systems: Casting It as an Action-adventure Rather than a Horror Genre. ICASSP Roberto Togneri, Sally A. Male
2018	J	`jnl`	A Fractional Gradient Descent-Based RBF Neural Network. Circuits Syst. Signal Process. Shujaat Khan, Imran Naseem, Muhammad Ammar Malik, Roberto Togneri, Mohammed Bennamoun
2018	J	`jnl`	A computer-aided detection of the architectural distortion in digital mammograms using the fractal dimension measurements of BEMD. Comput. Medical Imaging Graph. Imad Zyout, Roberto Togneri
2018	J	`jnl`	A new proof of a contrast function for bounded component analysis and further analysis. Comput. Speech Lang. Wei Gao, Shen Fan, Roberto Togneri, Victor Sreeram
2018	B	`conf`	Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations. AVSS Shamsiah Abidin, Roberto Togneri, Ferdous Sohel
2018	Misc	`conf`	Confidence Based Acoustic Event Detection. ICASSP Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
2018	J	`jnl`	Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. IEEE Trans. Neural Networks Learn. Syst. Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2018	J	`jnl`	DataDeps.jl: Repeatable Data Setup for Replicable Data Science. CoRR Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2018	J	`jnl`	Enhanced q-Least Mean Square. CoRR Shujaat Khan, Alishba Sadiq, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2018	—	`conf`	Finding Word Sense Embeddings of Known Meaning. CICLing (2) Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2018	—	`conf`	Generalized Joint Sparse Representation for Multimodal Biometric Fusion of Heterogeneous Features. WIFS Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Sohel
2018	J	`jnl`	Image Set Classification for Low Resolution Surveillance. CoRR Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2018	A	`conf`	Local Binary Pattern with Random Forest for Acoustic Scene Classification. ICME Shamsiah Abidin, Xianjun Xia, Roberto Togneri, Ferdous Sohel
2018	—	`conf`	NovelPerspective: Identifying Point of View Characters. ACL (4) Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2018	J	`jnl`	RAFP-Pred: Robust Prediction of Antifreeze Proteins Using Localized Analysis of n-Peptide Compositions. IEEE ACM Trans. Comput. Biol. Bioinform. Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2018	J	`jnl`	RAFP-Pred: Robust Prediction of Antifreeze Proteins using Localized Analysis of n-Peptide Compositions. CoRR Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2018	J	`jnl`	Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features. Pattern Recognit. Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
2018	J	`jnl`	Spectrotemporal Analysis Using Local Binary Pattern Variants for Acoustic Scene Classification. IEEE ACM Trans. Audio Speech Lang. Process. Shamsiah Abidin, Roberto Togneri, Ferdous Ahmed Sohel
2018	A	`conf`	Spoofing Detection Using Adaptive Weighting Framework and Clustering Analysis. INTERSPEECH Yuanjun Zhao, Roberto Togneri, Victor Sreeram
2018	J	`jnl`	The most discriminant subbands for face recognition: A novel information-theoretic framework. Int. J. Wavelets Multiresolution Inf. Process. Muhammad Affan Alim, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2017	A	`conf`	A Contrast Function and Algorithm for Blind Separation of Audio Signals. INTERSPEECH Wei Gao, Roberto Togneri, Victor Sreeram
2017	J	`jnl`	A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data. IEEE Trans. Multim. Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2017	J	`jnl`	A Novel Adaptive Kernel for the RBF Neural Networks. Circuits Syst. Signal Process. Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2017	J	`jnl`	A Robust Variable Step Size Fractional Least Mean Square (RVSS-FLMS) Algorithm. CoRR Shujaat Khan, Muhammad Usman, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2017	J	`jnl`	A cascade gray-stereo visual feature extraction method for visual and audio-visual speech recognition. Speech Commun. Chao Sui, Roberto Togneri, Mohammed Bennamoun
2017	—	`conf`	Compressed high dimensional features for speaker spoofing detection. APSIPA Yuanjun Zhao, Roberto Togneri, Victor Sreeram
2017	J	`jnl`	Deep feature learning for dummies: A simple auto-encoder training method using Particle Swarm Optimisation. Pattern Recognit. Lett. Chao Sui, Mohammed Bennamoun, Roberto Togneri
2017	—	`conf`	Efficient Image Set Classification Using Linear Regression Based Image Reconstruction. CVPR Workshops Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2017	J	`jnl`	Efficient Image Set Classification using Linear Regression based Image Reconstruction. CoRR Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2017	Misc	`conf`	Enhanced LBP texture features from time frequency representations for acoustic scene classification. ICASSP Shamsiah Abidin, Roberto Togneri, Ferdous Ahmed Sohel
2017	—	`conf`	FLMF: Fractional least mean fourth algorithm for channel estimation in non-Gaussian environment. ICTC Shujaat Khan, Naveed Ahmed, Muhammad Ammar Malik, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2017	A	`conf`	Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection. INTERSPEECH Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
2017	J	`jnl`	Iris recognition using class-specific dictionaries. Comput. Electr. Eng. Imran Naseem, Affan Aleem, Roberto Togneri, Mohammed Bennamoun
2017	J	`jnl`	Learning Distributions of Meant Color. CoRR Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2017	A*	`conf`	Learning deep structured network for weakly supervised change detection. IJCAI Salman Hameed Khan, Xuming He, Fatih Porikli, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2017	A	`conf`	Random forest classification based acoustic event detection. ICME Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
2017	A	`conf`	Random forest regression based acoustic event detection with bottleneck features. ICME Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
2017	—	`conf`	VP-FLMS: A Novel Variable Power Fractional LMS Algorithm. ICUFN Shujaat Khan, Muhammad Usman, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2016	J	`jnl`	A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. IEEE Trans. Image Process. Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2016	—	`conf`	A new approach for the detection of architectural distortions using textural analysis of surrounding tissue. EMBC Imad Zyout, Roberto Togneri
2016	B	`conf`	Audio-visual biometric recognition via joint sparse representations. ICPR Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Ahmed Sohel
2016	J	`jnl`	Automatic Shadow Detection and Removal from a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2016	—	`conf`	Generalized gramian based frequency interval model reduction for unstable systems. AuCC Ahmad Jazlan, Victor Sreeram, Roberto Togneri, Ha Binh Minh
2016	—	`conf`	Generating Bags of Words from the Sums of Their Word Embeddings. CICLing (1) Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2016	J	`jnl`	Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images. Int. J. Comput. Vis. Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri, Imran Naseem
2016	—	`conf`	Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem. ICDM Workshops Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2016	J	`jnl`	Weakly Supervised Change Detection in a Pair of Images. CoRR Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Fatih Porikli, Ferdous Ahmed Sohel, Roberto Togneri
2015	J	`jnl`	A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. CoRR Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2015	J	`jnl`	A confidence-based late fusion framework for audio-visual biometric identification. Pattern Recognit. Lett. Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2015	—	`conf`	A deep neural network for audio-visual person recognition. BTAS Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2015	—	`conf`	An Investigation of Neural Embeddings for Coreference Resolution. CICLing (1) Varun Godbole, Wei Liu, Roberto Togneri
2015	J	`jnl`	Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data. CoRR Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2015	—	`conf`	Cross gramian based time interval model reduction. AuCC Ahmad Jazlan, Victor Sreeram, Roberto Togneri
2015	C	`conf`	Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification. PSIVT Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2015	—	`conf`	Empirical mode decomposition of digital mammograms for the statistical based characterization of architectural distortion. EMBC Imad Zyout, Roberto Togneri
2015	Misc	`conf`	Extracting deep bottleneck features for visual speech recognition. ICASSP Chao Sui, Roberto Togneri, Mohammed Bennamoun
2015	Misc	`conf`	How Well Sentence Embeddings Capture Meaning. ADCS Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2015	A*	`conf`	Listening with Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines. ICCV Chao Sui, Mohammed Bennamoun, Roberto Togneri
2015	A*	`conf`	Separating objects and clutter in indoor scenes. CVPR Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2014	A*	`conf`	Automatic Feature Learning for Robust Shadow Detection. CVPR Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2014	C	`conf`	Confidence-based Rank-level Fusion for Audio-visual Person Identification System. ICPRAM Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2014	—	`conf`	Geometry Driven Semantic Labeling of Indoor Scenes. ECCV (1) Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2014	J	`jnl`	Hybrid Metaheuristic Approaches to the Expectation Maximization for Estimation of the Hidden Markov Model for Signal Modeling. IEEE Trans. Cybern. Md. Shamsul Huda, John Yearwood, Roberto Togneri
2014	Misc	`conf`	On the use of contextual time-frequency information for full-band clustering-based convolutive blind source separation. ICASSP Matt Atcheson, Ingrid Jafari, Roberto Togneri, Sven Nordholm
2014	A	`conf`	On the use of the Watson mixture model for clustering-based under-determined blind source separation. INTERSPEECH Ingrid Jafari, Roberto Togneri, Sven Nordholm
2014	J	`jnl`	Quantifying target spotting performances with complex geoscientific imagery using ERP P300 responses. Int. J. Hum. Comput. Stud. Yathunanthan Sivarajah, Eun-Jung Holden, Roberto Togneri, Greg Price, Tele Tan
2014	Misc	`conf`	Source number estimation in reverberant conditions via full-band weighted, adaptive fuzzy c-means clustering. ICASSP Joshua Hollick, Ingrid Jafari, Roberto Togneri, Sven Nordholm
2014	—	`conf`	Time weighted model reduction of flat plate solar collectors. AuCC Ahmad Jazlan, Victor Sreeram, Roberto Togneri, Maamar Bettayeb
2014	—	`conf`	Time-frequency clustering with weighted and contextual information for convolutive blind source separation. SSP Ingrid Jafari, Matt Atcheson, Roberto Togneri, Sven Nordholm
2013	—	`conf`	A frequency limited model reduction technique for linear discrete systems. AuCC Xin Du, Ahmad Jazlan, Victor Sreeram, Roberto Togneri, Abdul Ghafoor, Shafishuhaza Sahlan
2013	A	`conf`	A lip extraction algorithm using region-based ACM with automatic contour initialization. WACV Chao Sui, Mohammed Bennamoun, Roberto Togneri, Serajul Haque
2013	—	`conf`	A review on reduced order approximation for digital filters with complex coefficients using model reduction. AuCC Ahmad Jazlan, Victor Sreeram, Roberto Togneri, Wail A. Mousa
2013	J	`jnl`	Evaluations on underdetermined blind source separation in adverse environments using time-frequency masking. EURASIP J. Adv. Signal Process. Ingrid Jafari, Serajul Haque, Roberto Togneri, Sven Nordholm
2013	J	`jnl`	Speech enhancement strategy for speech recognition microcontroller under noisy environments. Neurocomputing Kit Yan Chan, Sven Nordholm, Ka Fai Cedric Yiu, Roberto Togneri
2012	Misc	`conf`	A robust approach to reverberant blind source separation in the presence of noise for arbitrarily arranged sensors. ICASSP Ingrid Jafari, Roberto Togneri, Sven Nordholm
2012	—	`conf`	Discrimination comparison between audio and visual features. ACSCC Chao Sui, Roberto Togneri, Serajul Haque, Mohammed Bennamoun
2012	J	`jnl`	Iterative Group Selection-Based Enhancement of Time-Frequency masks for Missing Data Recognition. Int. J. Pattern Recognit. Artif. Intell. Daniel Pullella, Roberto Togneri
2012	—	`conf`	On the integration of time-frequency masking speech separation and recognition in underdetermined environments. ACSCC Ingrid Jafari, Serajul Haque, Roberto Togneri, Sven Nordholm
2012	J	`jnl`	Robust regression for face recognition. Pattern Recognit. Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2012	Misc	`conf`	Studying the Impact of Feature Saliency for Geoscientific Target Detection Using Electroencephalography (EEG). DICTA Yathunanthan Sivarajah, Eun-Jung Holden, Roberto Togneri, Tele Tan, Greg Price, Peter Kovesi
2011	J	`jnl`	A New Evidence Model for Missing Data Speech Recognition With Applications in Reverberant Multi-Source Environments. IEEE Trans. Speech Audio Process. Marco Kühne, Roberto Togneri, Sven Nordholm
2011	J	`jnl`	An Auditory Motivated Asymmetric Compression Technique for Speech Recognition. IEEE Trans. Speech Audio Process. Serajul Haque, Roberto Togneri, Anthony Zaknich
2011	A	`conf`	Building an Audio-Visual Corpus of Australian English: Large Corpus Collection with an Economical Portable and Replicable Black Box. INTERSPEECH 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
2011	—	`ch.`	Evidence Modeling for Missing Data Speech Recognition Using Small Microphone Arrays. Robust Speech Recognition of Uncertain or Missing Data Marco Kühne, Roberto Togneri, Sven Nordholm
2011	Misc	`conf`	Speaker verification using sparse representation classification. ICASSP Jia Min Karen Kua, Eliathamby Ambikairajah, Julien Epps, Roberto Togneri
2011	A	`conf`	Underdetermined Blind Source Separation with Fuzzy Clustering for Arbitrarily Arranged Sensors. INTERSPEECH Ingrid Jafari, Serajul Haque, Roberto Togneri, Sven Nordholm
2010	A	`conf`	A feature extraction method for automatic speech recognition based on the cochlear nucleus. INTERSPEECH Serajul Haque, Roberto Togneri
2010	J	`jnl`	A novel fuzzy clustering algorithm using observation weighting and context information for reverberant blind speech separation. Signal Process. Marco Kühne, Roberto Togneri, Sven Nordholm
2010	Misc	`conf`	A psychoacoustic spectral subtraction method for noise suppression in automatic speech recognition. ICASSP Serajul Haque, Roberto Togneri
2010	J	`jnl`	Linear Regression for Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2010	B	`conf`	Robust Regression for Face Recognition. ICPR Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2010	B	`conf`	Sparse Representation for Speaker Identification. ICPR Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2009	J	`jnl`	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 Md. Shamsul Huda, John Yearwood, Roberto Togneri
2009	Misc	`conf`	A criterion for the enhancement of time-frequency masks in missing data recognition. ICASSP Daniel Pullella, Roberto Togneri
2009	J	`jnl`	A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model. Pattern Recognit. Lett. Md. Shamsul Huda, John Yearwood, Roberto Togneri
2009	B	`conf`	Face identification using linear regression. ICIP Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2009	J	`jnl`	Perceptual features for automatic speech recognition in noisy environments. Speech Commun. Serajul Haque, Roberto Togneri, Anthony Zaknich
2009	J	`jnl`	Robust Source Localization in Reverberant Environments Based on Weighted Fuzzy Clustering. IEEE Signal Process. Lett. Marco Kühne, Roberto Togneri, Sven Nordholm
2009	—	`conf`	Sparse Representation for Video-Based Face Recognition. ICB Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2008	A	`conf`	Adaptive beamforming and soft missing data decoding for robust speech recognition in reverberant environments. INTERSPEECH Marco Kühne, Roberto Togneri, Sven Nordholm
2008	Misc	`conf`	Robust speaker identification using combined feature selection and missing data recognition. ICASSP Daniel Pullella, Marco Kühne, Roberto Togneri
2008	—	`conf`	Sparse Representation for Ear Biometrics. ISVC (2) Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2008	Misc	`conf`	Towards the use of full covariance models for missing data speaker recognition. ICASSP Marco Kühne, Daniel Pullella, Roberto Togneri, Sven Nordholm
2007	—	`conf`	A Temporal Auditory Model with Adaptation for Automatic Speech Recognition. ICASSP (4) Serajul Haque, Roberto Togneri, Anthony Zaknich
2007	A	`conf`	A structured speech model parameterized by recursive dynamics and neural networks. INTERSPEECH Roberto Togneri, Li Deng
2007	A	`conf`	Feature and distribution normalization schemes for statistical mismatch reduction in reverberant speech recognition. INTERSPEECH A. M. Toh, Roberto Togneri, Sven Nordholm
2007	—	`conf`	Mel-Spectrographic Mask Estimation for Missing Data Speech Recognition using Short-Time-Fourier-Transform Ratio Estimators. ICASSP (4) Marco Kühne, Roberto Togneri, Sven Nordholm
2007	A	`conf`	Smooth soft mel-spectrographic masks based on blind sparse source separation. INTERSPEECH Marco Kühne, Roberto Togneri, Sven Nordholm
2006	—	`conf`	A multi-decision sub-band voice activity detector. EUSIPCO Alan Davis, Sven Nordholm, Siow Yong Low, Roberto Togneri
2006	J	`jnl`	A state-space model with neural-network prediction for recovering vocal tract resonances in fluent speech from Mel-cepstral coefficients. Speech Commun. Roberto Togneri, Li Deng
2006	A	`conf`	Automatic English stop consonants classification using wavelet analysis and hidden Markov models. INTERSPEECH Marco Kühne, Roberto Togneri
2006	A	`conf`	Prosodic features for a maximum entropy language model. INTERSPEECH Oscar Chan, Roberto Togneri
2006	J	`jnl`	Statistical voice activity detection using low-variance spectrum estimation and an adaptive threshold. IEEE Trans. Speech Audio Process. Alan Davis, Sven Nordholm, Roberto Togneri
2004	J	`jnl`	Convolutive blind signal separation with post-processing. IEEE Trans. Speech Audio Process. Siow Yong Low, Sven Nordholm, Roberto Togneri
2004	—	`conf`	Spatio-temporal processing for distant speech recognition. ICASSP (1) Siow Yong Low, Roberto Togneri, Sven Nordholm
2004	A	`conf`	Use of neural network mapping and extended kalman filter to recover vocal tract resonances from the MFCC parameters of speech. INTERSPEECH Li Deng, Roberto Togneri
2003	J	`jnl`	Joint state and parameter estimation for a target-directed nonlinear dynamic system model. IEEE Trans. Signal Process. Roberto Togneri, Li Deng
2001	Misc	`conf`	An EKF-based algorithm for learning statistical hidden dynamic model parameters for phonetic recognition. ICASSP Roberto Togneri, Li Deng
2001	J	`jnl`	Parameter estimation of a target-directed dynamic system model with switching states. Signal Process. Roberto Togneri, Jeff Z. Ma, Li Deng
2000	A	`conf`	A robust speech understanding system using conceptual relational grammar. INTERSPEECH Jiping Sun, Roberto Togneri, Li Deng
1998	J	`jnl`	Parallel program analysis on workstation clusters: Memory utilisation and load balancing. Concurr. Pract. Exp. Roberto Togneri
1998	—	`conf`	Speech recognition using the probabilistic neural network. ICSLP Raymond Low, Roberto Togneri
1997	J	`jnl`	Parallel program analysis on workstation clusters: speedup profiling and latency hiding. Concurr. Pract. Exp. Roberto Togneri
1997	J	`jnl`	Phoneme-based vector quantization in a discrete HMM speech recognizer. IEEE Trans. Speech Audio Process. Yaxin Zhang, Roberto Togneri, Michael D. Alder
1995	—	`conf`	QRS detection using morphological and rhythm information. ICNN A. I. Rasiah, Roberto Togneri, Yianni Attikiouzel
1994	—	`conf`	Using Gaussian mixture modeling in speech recognition. ICASSP (1) Yaxin Zhang, Michael D. Alder, Roberto Togneri
1990	Misc	`conf`	An English language speech database at the University of Western Australia. ICASSP Edmund Lai, G. A. Carrijo, R. Bennett, Roberto Togneri, Michael D. Alder, Yianni Attikiouzel
1990	J	`jnl`	Kohonen's algorithm for the numerical parametrisation of manifolds. Pattern Recognit. Lett. Michael D. Alder, Roberto Togneri, Edmund Lai, Yianni Attikiouzel