An English language speech database at the University of Western Australia. - Edmund Lai; G. A. Carrijo; R. Bennett; Roberto Togneri; Michael D. Alder; Yianni Attikiouzel (ICASSP, 1990)

Kohonen's algorithm for the numerical parametrisation of manifolds. - Michael D. Alder; Roberto Togneri; Edmund Lai; Yianni Attikiouzel (Pattern Recognit. Lett., 1990)

Using Gaussian mixture modeling in speech recognition. - Yaxin Zhang; Michael D. Alder; Roberto Togneri (ICASSP (1), 1994)

QRS detection using morphological and rhythm information. - A. I. Rasiah; Roberto Togneri; Yianni Attikiouzel (ICNN, 1995)

Parallel program analysis on workstation clusters: speedup profiling and latency hiding. - Roberto Togneri (Concurr. Pract. Exp., 1997)

Phoneme-based vector quantization in a discrete HMM speech recognizer. - Yaxin Zhang; Roberto Togneri; Michael D. Alder (IEEE Trans. Speech Audio Process., 1997)

Speech recognition using the probabilistic neural network. - Raymond Low; Roberto Togneri (ICSLP, 1998)

Parallel program analysis on workstation clusters: Memory utilisation and load balancing. - Roberto Togneri (Concurr. Pract. Exp., 1998)

A robust speech understanding system using conceptual relational grammar. - Jiping Sun; Roberto Togneri; Li Deng 001 (INTERSPEECH, 2000)

An EKF-based algorithm for learning statistical hidden dynamic model parameters for phonetic recognition. - Roberto Togneri; Li Deng 001 (ICASSP, 2001)

Parameter estimation of a target-directed dynamic system model with switching states. - Roberto Togneri; Jeff Z. Ma; Li Deng 001 (Signal Process., 2001)

Joint state and parameter estimation for a target-directed nonlinear dynamic system model. - Roberto Togneri; Li Deng 001 (IEEE Trans. Signal Process., 2003)

Spatio-temporal processing for distant speech recognition. - Siow Yong Low; Roberto Togneri; Sven Nordholm (ICASSP (1), 2004)

Use of neural network mapping and extended kalman filter to recover vocal tract resonances from the MFCC parameters of speech. - Li Deng 001; Roberto Togneri (INTERSPEECH, 2004)

Convolutive blind signal separation with post-processing. - Siow Yong Low; Sven Nordholm; Roberto Togneri (IEEE Trans. Speech Audio Process., 2004)

A multi-decision sub-band voice activity detector. - Alan Davis; Sven Nordholm; Siow Yong Low; Roberto Togneri (EUSIPCO, 2006)

Prosodic features for a maximum entropy language model. - Oscar Chan; Roberto Togneri (INTERSPEECH, 2006)

Automatic English stop consonants classification using wavelet analysis and hidden Markov models. - Marco Kühne; Roberto Togneri (INTERSPEECH, 2006)

A state-space model with neural-network prediction for recovering vocal tract resonances in fluent speech from Mel-cepstral coefficients. - Roberto Togneri; Li Deng 001 (Speech Commun., 2006)

Statistical voice activity detection using low-variance spectrum estimation and an adaptive threshold. - Alan Davis; Sven Nordholm; Roberto Togneri (IEEE Trans. Speech Audio Process., 2006)

A Temporal Auditory Model with Adaptation for Automatic Speech Recognition. - Serajul Haque; Roberto Togneri; Anthony Zaknich (ICASSP (4), 2007)

Mel-Spectrographic Mask Estimation for Missing Data Speech Recognition using Short-Time-Fourier-Transform Ratio Estimators. - Marco Kühne; Roberto Togneri; Sven Nordholm (ICASSP (4), 2007)

Smooth soft mel-spectrographic masks based on blind sparse source separation. - Marco Kühne; Roberto Togneri; Sven Nordholm (INTERSPEECH, 2007)

A structured speech model parameterized by recursive dynamics and neural networks. - Roberto Togneri; Li Deng 001 (INTERSPEECH, 2007)

Feature and distribution normalization schemes for statistical mismatch reduction in reverberant speech recognition. - A. M. Toh; Roberto Togneri; Sven Nordholm (INTERSPEECH, 2007)

Towards the use of full covariance models for missing data speaker recognition. - Marco Kühne; Daniel Pullella; Roberto Togneri; Sven Nordholm (ICASSP, 2008)

Robust speaker identification using combined feature selection and missing data recognition. - Daniel Pullella; Marco Kühne; Roberto Togneri (ICASSP, 2008)

Adaptive beamforming and soft missing data decoding for robust speech recognition in reverberant environments. - Marco Kühne; Roberto Togneri; Sven Nordholm (INTERSPEECH, 2008)

Sparse Representation for Ear Biometrics. - Imran Naseem; Roberto Togneri; Mohammed Bennamoun (ISVC (2), 2008)

A criterion for the enhancement of time-frequency masks in missing data recognition. - Daniel Pullella; Roberto Togneri (ICASSP, 2009)

Sparse Representation for Video-Based Face Recognition. - Imran Naseem; Roberto Togneri; Mohammed Bennamoun (ICB, 2009)

Face identification using linear regression. - Imran Naseem; Roberto Togneri; Mohammed Bennamoun (ICIP, 2009)

A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model. - Md. Shamsul Huda; John Yearwood; Roberto Togneri (Pattern Recognit. Lett., 2009)

Perceptual features for automatic speech recognition in noisy environments. - Serajul Haque; Roberto Togneri; Anthony Zaknich (Speech Commun., 2009)

Robust Source Localization in Reverberant Environments Based on Weighted Fuzzy Clustering. - Marco Kühne; Roberto Togneri; Sven Nordholm (IEEE Signal Process. Lett., 2009)

A Constraint-Based Evolutionary Learning Approach to the Expectation Maximization for Optimal Estimation of the Hidden Markov Model for Speech Signal Modeling. - Md. Shamsul Huda; John Yearwood; Roberto Togneri (IEEE Trans. Syst. Man Cybern. Part B, 2009)

A psychoacoustic spectral subtraction method for noise suppression in automatic speech recognition. - Serajul Haque; Roberto Togneri (ICASSP, 2010)

Sparse Representation for Speaker Identification. - Imran Naseem; Roberto Togneri; Mohammed Bennamoun (ICPR, 2010)

A feature extraction method for automatic speech recognition based on the cochlear nucleus. - Serajul Haque; Roberto Togneri (INTERSPEECH, 2010)

Linear Regression for Face Recognition. - Imran Naseem; Roberto Togneri; Mohammed Bennamoun (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

A novel fuzzy clustering algorithm using observation weighting and context information for reverberant blind speech separation. - Marco Kühne; Roberto Togneri; Sven Nordholm (Signal Process., 2010)

Evidence Modeling for Missing Data Speech Recognition Using Small Microphone Arrays. - Marco Kühne; Roberto Togneri; Sven Nordholm (Robust Speech Recognition of Uncertain or Missing Data, 2011)

Speaker verification using sparse representation classification. - Jia Min Karen Kua; Eliathamby Ambikairajah; Julien Epps; Roberto Togneri (ICASSP, 2011)

Building an Audio-Visual Corpus of Australian English: Large Corpus Collection with an Economical Portable and Replicable Black Box. - Denis Burnham; Dominique Estival; Steven Fazio; Jette Viethen; Felicity Cox; Robert Dale; Steve Cassidy; Julien Epps; Roberto Togneri; Michael Wagner 004; Yuko Kinoshita; Roland Göcke; et al. (INTERSPEECH, 2011)

Underdetermined Blind Source Separation with Fuzzy Clustering for Arbitrarily Arranged Sensors. - Ingrid Jafari; Serajul Haque; Roberto Togneri; Sven Nordholm (INTERSPEECH, 2011)

An Auditory Motivated Asymmetric Compression Technique for Speech Recognition. - Serajul Haque; Roberto Togneri; Anthony Zaknich (IEEE Trans. Speech Audio Process., 2011)

A New Evidence Model for Missing Data Speech Recognition With Applications in Reverberant Multi-Source Environments. - Marco Kühne; Roberto Togneri; Sven Nordholm (IEEE Trans. Speech Audio Process., 2011)

On the integration of time-frequency masking speech separation and recognition in underdetermined environments. - Ingrid Jafari; Serajul Haque; Roberto Togneri; Sven Nordholm (ACSCC, 2012)

Discrimination comparison between audio and visual features. - Chao Sui; Roberto Togneri; Serajul Haque; Mohammed Bennamoun (ACSCC, 2012)

Studying the Impact of Feature Saliency for Geoscientific Target Detection Using Electroencephalography (EEG). - Yathunanthan Sivarajah; Eun-Jung Holden; Roberto Togneri; Tele Tan; Greg Price; Peter Kovesi (DICTA, 2012)

A robust approach to reverberant blind source separation in the presence of noise for arbitrarily arranged sensors. - Ingrid Jafari; Roberto Togneri; Sven Nordholm (ICASSP, 2012)

Iterative Group Selection-Based Enhancement of Time-Frequency masks for Missing Data Recognition. - Daniel Pullella; Roberto Togneri (Int. J. Pattern Recognit. Artif. Intell., 2012)

Robust regression for face recognition. - Imran Naseem; Roberto Togneri; Mohammed Bennamoun (Pattern Recognit., 2012)

A frequency limited model reduction technique for linear discrete systems. - Xin Du 001; Ahmad Jazlan; Victor Sreeram; Roberto Togneri; Abdul Ghafoor; Shafishuhaza Sahlan (AuCC, 2013)

A review on reduced order approximation for digital filters with complex coefficients using model reduction. - Ahmad Jazlan; Victor Sreeram; Roberto Togneri; Wail A. Mousa (AuCC, 2013)

A lip extraction algorithm using region-based ACM with automatic contour initialization. - Chao Sui; Mohammed Bennamoun; Roberto Togneri; Serajul Haque (WACV, 2013)

Evaluations on underdetermined blind source separation in adverse environments using time-frequency masking. - Ingrid Jafari; Serajul Haque; Roberto Togneri; Sven Nordholm (EURASIP J. Adv. Signal Process., 2013)

Speech enhancement strategy for speech recognition microcontroller under noisy environments. - Kit Yan Chan; Sven Nordholm; Ka Fai Cedric Yiu; Roberto Togneri (Neurocomputing, 2013)

Time weighted model reduction of flat plate solar collectors. - Ahmad Jazlan; Victor Sreeram; Roberto Togneri; Maamar Bettayeb (AuCC, 2014)

Automatic Feature Learning for Robust Shadow Detection. - Salman Hameed Khan; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (CVPR, 2014)

Geometry Driven Semantic Labeling of Indoor Scenes. - Salman Hameed Khan; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (ECCV (1), 2014)

On the use of contextual time-frequency information for full-band clustering-based convolutive blind source separation. - Matt Atcheson; Ingrid Jafari; Roberto Togneri; Sven Nordholm (ICASSP, 2014)

Source number estimation in reverberant conditions via full-band weighted, adaptive fuzzy c-means clustering. - Joshua Hollick; Ingrid Jafari; Roberto Togneri; Sven Nordholm (ICASSP, 2014)

Confidence-based Rank-level Fusion for Audio-visual Person Identification System. - Mohammad Rafiqul Alam; Mohammed Bennamoun; Roberto Togneri; Ferdous Ahmed Sohel (ICPRAM, 2014)

On the use of the Watson mixture model for clustering-based under-determined blind source separation. - Ingrid Jafari; Roberto Togneri; Sven Nordholm (INTERSPEECH, 2014)

Time-frequency clustering with weighted and contextual information for convolutive blind source separation. - Ingrid Jafari; Matt Atcheson; Roberto Togneri; Sven Nordholm (SSP, 2014)

Quantifying target spotting performances with complex geoscientific imagery using ERP P300 responses. - Yathunanthan Sivarajah; Eun-Jung Holden; Roberto Togneri; Greg Price; Tele Tan (Int. J. Hum. Comput. Stud., 2014)

Hybrid Metaheuristic Approaches to the Expectation Maximization for Estimation of the Hidden Markov Model for Signal Modeling. - Md. Shamsul Huda; John Yearwood; Roberto Togneri (IEEE Trans. Cybern., 2014)

How Well Sentence Embeddings Capture Meaning. - Lyndon White; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (ADCS, 2015)

Cross gramian based time interval model reduction. - Ahmad Jazlan; Victor Sreeram; Roberto Togneri (AuCC, 2015)

A deep neural network for audio-visual person recognition. - Mohammad Rafiqul Alam; Mohammed Bennamoun; Roberto Togneri; Ferdous Ahmed Sohel (BTAS, 2015)

An Investigation of Neural Embeddings for Coreference Resolution. - Varun Godbole; Wei Liu 006; Roberto Togneri (CICLing (1), 2015)

Separating objects and clutter in indoor scenes. - Salman Hameed Khan; Xuming He 001; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (CVPR, 2015)

Empirical mode decomposition of digital mammograms for the statistical based characterization of architectural distortion. - Imad Zyout; Roberto Togneri (EMBC, 2015)

Extracting deep bottleneck features for visual speech recognition. - Chao Sui; Roberto Togneri; Mohammed Bennamoun (ICASSP, 2015)

Listening with Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines. - Chao Sui; Mohammed Bennamoun; Roberto Togneri (ICCV, 2015)

Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification. - Mohammad Rafiqul Alam; Mohammed Bennamoun; Roberto Togneri; Ferdous Ahmed Sohel (PSIVT, 2015)

Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data. - Salman Hameed Khan; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (CoRR, 2015)

A confidence-based late fusion framework for audio-visual biometric identification. - Mohammad Rafiqul Alam; Mohammed Bennamoun; Roberto Togneri; Ferdous Ahmed Sohel (Pattern Recognit. Lett., 2015)

Generalized gramian based frequency interval model reduction for unstable systems. - Ahmad Jazlan; Victor Sreeram; Roberto Togneri; Ha Binh Minh (AuCC, 2016)

Generating Bags of Words from the Sums of Their Word Embeddings. - Lyndon White; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (CICLing (1), 2016)

A new approach for the detection of architectural distortions using textural analysis of surrounding tissue. - Imad Zyout; Roberto Togneri (EMBC, 2016)

Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem. - Lyndon White; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (ICDM Workshops, 2016)

Audio-visual biometric recognition via joint sparse representations. - Rudi Primorac; Roberto Togneri; Mohammed Bennamoun; Ferdous Ahmed Sohel (ICPR, 2016)

Weakly Supervised Change Detection in a Pair of Images. - Salman Hameed Khan; Xuming He 001; Mohammed Bennamoun; Fatih Porikli; Ferdous Ahmed Sohel; Roberto Togneri (CoRR, 2016)

Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images. - Salman Hameed Khan; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri; Imran Naseem (Int. J. Comput. Vis., 2016)

Automatic Shadow Detection and Removal from a Single Image. - Salman Hameed Khan; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. - Salman H. Khan 001; Munawar Hayat; Mohammed Bennamoun; Roberto Togneri; Ferdous Ahmed Sohel (IEEE Trans. Image Process., 2016)

Compressed high dimensional features for speaker spoofing detection. - Yuanjun Zhao; Roberto Togneri; Victor Sreeram (APSIPA, 2017)

Efficient Image Set Classification Using Linear Regression Based Image Reconstruction. - Syed Afaq Ali Shah; Uzair Nadeem; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (CVPR Workshops, 2017)

Enhanced LBP texture features from time frequency representations for acoustic scene classification. - Shamsiah Abidin; Roberto Togneri; Ferdous Ahmed Sohel (ICASSP, 2017)

Random forest regression based acoustic event detection with bottleneck features. - Xianjun Xia; Roberto Togneri; Ferdous Ahmed Sohel; David Huang 001 (ICME, 2017)

Random forest classification based acoustic event detection. - Xianjun Xia; Roberto Togneri; Ferdous Ahmed Sohel; David Huang 001 (ICME, 2017)

FLMF: Fractional least mean fourth algorithm for channel estimation in non-Gaussian environment. - Shujaat Khan; Naveed Ahmed 004; Muhammad Ammar Malik; Imran Naseem; Roberto Togneri; Mohammed Bennamoun (ICTC, 2017)

VP-FLMS: A Novel Variable Power Fractional LMS Algorithm. - Shujaat Khan; Muhammad Usman; Imran Naseem; Roberto Togneri; Mohammed Bennamoun (ICUFN, 2017)

Learning deep structured network for weakly supervised change detection. - Salman Hameed Khan; Xuming He 001; Fatih Porikli; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (IJCAI, 2017)

A Contrast Function and Algorithm for Blind Separation of Audio Signals. - Wei Gao 009; Roberto Togneri; Victor Sreeram (INTERSPEECH, 2017)

Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection. - Xianjun Xia; Roberto Togneri; Ferdous Ahmed Sohel; David Huang 001 (INTERSPEECH, 2017)

Iris recognition using class-specific dictionaries. - Imran Naseem; Affan Aleem; Roberto Togneri; Mohammed Bennamoun (Comput. Electr. Eng., 2017)

Learning Distributions of Meant Color. - Lyndon White; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (CoRR, 2017)

A Robust Variable Step Size Fractional Least Mean Square (RVSS-FLMS) Algorithm. - Shujaat Khan; Muhammad Usman; Imran Naseem; Roberto Togneri; Mohammed Bennamoun (CoRR, 2017)

A Novel Adaptive Kernel for the RBF Neural Networks. - Shujaat Khan; Imran Naseem; Roberto Togneri; Mohammed Bennamoun (Circuits Syst. Signal Process., 2017)

Deep feature learning for dummies: A simple auto-encoder training method using Particle Swarm Optimisation. - Chao Sui; Mohammed Bennamoun; Roberto Togneri (Pattern Recognit. Lett., 2017)

A cascade gray-stereo visual feature extraction method for visual and audio-visual speech recognition. - Chao Sui; Roberto Togneri; Mohammed Bennamoun (Speech Commun., 2017)

A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data. - Mohammad Rafiqul Alam; Mohammed Bennamoun; Roberto Togneri; Ferdous Ahmed Sohel (IEEE Trans. Multim., 2017)

NovelPerspective: Identifying Point of View Characters. - Lyndon White; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (ACL (4), 2018)

Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations. - Shamsiah Abidin; Roberto Togneri; Ferdous Sohel (AVSS, 2018)

Finding Word Sense Embeddings of Known Meaning. - Lyndon White; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (CICLing (2), 2018)

Confidence Based Acoustic Event Detection. - Xianjun Xia; Roberto Togneri; Ferdous Ahmed Sohel; David Huang 001 (ICASSP, 2018)

Local Binary Pattern with Random Forest for Acoustic Scene Classification. - Shamsiah Abidin; Xianjun Xia; Roberto Togneri; Ferdous Sohel (ICME, 2018)

Spoofing Detection Using Adaptive Weighting Framework and Clustering Analysis. - Yuanjun Zhao; Roberto Togneri; Victor Sreeram (INTERSPEECH, 2018)

Generalized Joint Sparse Representation for Multimodal Biometric Fusion of Heterogeneous Features. - Rudi Primorac; Roberto Togneri; Mohammed Bennamoun; Ferdous Sohel (WIFS, 2018)

A computer-aided detection of the architectural distortion in digital mammograms using the fractal dimension measurements of BEMD. - Imad Zyout; Roberto Togneri (Comput. Medical Imaging Graph., 2018)

Enhanced q-Least Mean Square. - Shujaat Khan; Alishba Sadiq; Imran Naseem; Roberto Togneri; Mohammed Bennamoun (CoRR, 2018)

Image Set Classification for Low Resolution Surveillance. - Uzair Nadeem; Syed Afaq Ali Shah; Mohammed Bennamoun; Roberto Togneri; Ferdous Ahmed Sohel (CoRR, 2018)

DataDeps.jl: Repeatable Data Setup for Replicable Data Science. - Lyndon White; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (CoRR, 2018)

A new proof of a contrast function for bounded component analysis and further analysis. - Wei Gao 009; Shen Fan; Roberto Togneri; Victor Sreeram (Comput. Speech Lang., 2018)

A Fractional Gradient Descent-Based RBF Neural Network. - Shujaat Khan; Imran Naseem; Muhammad Ammar Malik; Roberto Togneri; Mohammed Bennamoun (Circuits Syst. Signal Process., 2018)

The most discriminant subbands for face recognition: A novel information-theoretic framework. - Muhammad Affan Alim; Imran Naseem; Roberto Togneri; Mohammed Bennamoun (Int. J. Wavelets Multiresolution Inf. Process., 2018)

Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features. - Xianjun Xia; Roberto Togneri; Ferdous Ahmed Sohel; David Huang 001 (Pattern Recognit., 2018)

Spectrotemporal Analysis Using Local Binary Pattern Variants for Acoustic Scene Classification. - Shamsiah Abidin; Roberto Togneri; Ferdous Ahmed Sohel (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

RAFP-Pred: Robust Prediction of Antifreeze Proteins Using Localized Analysis of n-Peptide Compositions. - Shujaat Khan; Imran Naseem; Roberto Togneri; Mohammed Bennamoun (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. - Salman H. Khan 001; Munawar Hayat; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (IEEE Trans. Neural Networks Learn. Syst., 2018)

Deep Learning for Scene Understanding. - Uzair Nadeem; Syed Afaq Ali Shah; Ferdous Sohel; Roberto Togneri; Mohammed Bennamoun (Handbook of Deep Learning Applications, 2019)

Data augmentation and post selection for improved replay attack detection. - Yuanjun Zhao; Roberto Togneri; Victor Sreeram (APSIPA, 2019)

Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. - Uzair Nadeem; Mohammed Bennamoun; Ferdous Sohel; Roberto Togneri (DICTA, 2019)

Signals and Systems: Casting It as an Action-adventure Rather than a Horror Genre. - Roberto Togneri; Sally A. Male (ICASSP, 2019)

Learning-Based Confidence Estimation for Multi-modal Classifier Fusion. - Uzair Nadeem; Mohammed Bennamoun; Ferdous Sohel; Roberto Togneri (ICONIP (2), 2019)

Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds. - Uzair Nadeem; Mohammad A. A. K. Jalwana; Mohammed Bennamoun; Roberto Togneri; Ferdous Sohel (ICONIP (2), 2019)

Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Cloud. - Uzair Nadeem; Mohammad A. A. K. Jalwana; Mohammed Bennamoun; Roberto Togneri; Ferdous Sohel (CoRR, 2019)

Guest Editorial: Algorithms and Architectures for Machine Learning Based Speech Processing. - Tokunbo Ogunfunmi; Ravi Prakash Ramachandran; Roberto Togneri; Brett Y. Smolenski; Visar Berisha (Circuits Syst. Signal Process., 2019)

A Primer on Deep Learning Architectures and Applications in Speech Processing. - Tokunbo Ogunfunmi; Ravi Prakash Ramachandran; Roberto Togneri; Yuanjun Zhao; Xianjun Xia (Circuits Syst. Signal Process., 2019)

Enhanced q-least Mean Square. - Alishba Sadiq; Shujaat Khan; Imran Naseem; Roberto Togneri; Mohammed Bennamoun (Circuits Syst. Signal Process., 2019)

A Survey: Neural Network-Based Deep Learning for Acoustic Event Detection. - Xianjun Xia; Roberto Togneri; Ferdous Sohel; Yuanjun Zhao; Defeng Huang (Circuits Syst. Signal Process., 2019)

3-D Tomographic Reconstruction of Rain Field Using Microwave Signals From LEO Satellites: Principle and Simulation Results. - Xi Shen 002; Defeng David Huang; Boming Song; Claire Vincent; Roberto Togneri (IEEE Trans. Geosci. Remote. Sens., 2019)

Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection. - Xianjun Xia; Roberto Togneri; Ferdous Sohel; Defeng Huang (IEEE Trans. Multim., 2019)

Neural Representations of Natural Language - Lyndon White; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (Springer, 2019)

A Differential Approach for Rain Field Tomographic Reconstruction Using Microwave Signals from Leo Satellites. - Xi Shen 002; Defeng David Huang; Claire Vincent; Wenxiao Wang 005; Roberto Togneri (ICASSP, 2020)

Performance Analysis for Path Attenuation Estimation of Microwave Signals Due to Rainfall and Beyond. - Boming Song; Defeng David Huang; Xi Shen 002; Roberto Togneri (ICASSP, 2020)

An Objective Voice Gender Scoring System and Identification of the Salient Acoustic Measures. - Fuling Chen; Roberto Togneri; Murray Maybery; Diana Tan (INTERSPEECH, 2020)

Unconstrained Matching of 2D and 3D Descriptors for 6-DOF Pose Estimation. - Uzair Nadeem; Mohammed Bennamoun; Roberto Togneri; Ferdous Sohel (CoRR, 2020)

DFraud3- Multi-Component Fraud Detection freeof Cold-start. - Saeedreza Shehnepoor; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (CoRR, 2020)

GANgster: A Fraud Review Detector based on Regulated GAN with Data Augmentation. - Saeedreza Shehnepoor; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (CoRR, 2020)

Replay anti-spoofing countermeasure based on data augmentation with post selection. - Yuanjun Zhao; Roberto Togneri; Victor Sreeram (Comput. Speech Lang., 2020)

Sound Event Detection Using Multiple Optimized Kernels. - Xianjun Xia; Roberto Togneri; Ferdous Sohel; Yuanjun Zhao; Defeng David Huang (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Multi-Task Learning for Acoustic Event Detection Using Event and Frame Position Information. - Xianjun Xia; Roberto Togneri; Ferdous Sohel; Yuanjun Zhao; David Huang 001 (IEEE Trans. Multim., 2020)

Voice Gender Scoring and Independent Acoustic Characterization of Perceived Masculinity and Femininity. - Fuling Chen; Roberto Togneri; Murray Maybery; Diana Tan (CoRR, 2021)

q-RBFNN: A Quantum Calculus-based RBF Neural Network. - Syed Saiq Hussain; Muhammad Usman; Taha Hasan Masood Siddique; Imran Naseem; Roberto Togneri; Mohammed Bennamoun (CoRR, 2021)

Social Fraud Detection Review: Methods, Challenges and Analysis. - Saeedreza Shehnepoor; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (CoRR, 2021)

Real time surveillance for low resolution and limited data scenarios: An image set classification approach. - Uzair Nadeem; Syed Afaq Ali Shah; Mohammed Bennamoun; Roberto Togneri; Ferdous Sohel (Inf. Sci., 2021)

Innovation Starts With Education [From the Guest Editors]. - Mónica F. Bugallo; Anthony G. Constantinides; Danilo P. Mandic; Alan V. Oppenheim; Roberto B. Togneri (IEEE Signal Process. Mag., 2021)

Novice to Postgraduate Researcher Perceptions of Threshold Concepts and Capabilities in Signal Processing: Understanding Students' and Researchers' Perspectives. - Sally A. Male; Roberto B. Togneri; Lu C. Jin (IEEE Signal Process. Mag., 2021)

DFraud³: Multi-Component Fraud Detection Free of Cold-Start. - Saeedreza Shehnepoor; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (IEEE Trans. Inf. Forensics Secur., 2021)

Investigating self-supervised learning for lyrics recognition. - Xiangyu Zhang; Zhanhong He; Shuyue Stella Li; Roberto Togneri; Leibny Paola García-Perera (CoRR, 2022)

Automated Sex Classification of Children's Voices and Changes in Differentiating Factors with Age. - Fuling Chen; Roberto Togneri; Murray Maybery; Diana Weiting Tan (CoRR, 2022)

Multi-task Learning-Based Spoofing-Robust Automatic Speaker Verification System. - Yuanjun Zhao; Roberto Togneri; Victor Sreeram (Circuits Syst. Signal Process., 2022)

ScoreGAN: A Fraud Review Detector Based on Regulated GAN With Data Augmentation. - Saeedreza Shehnepoor; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (IEEE Trans. Inf. Forensics Secur., 2022)

A Lightweight Fourier Convolutional Attention Encoder for Multi-Channel Speech Enhancement. - Siyu Sun; Jian Jin; Zhe Han; Xianjun Xia; Li Chen; Yijian Xiao; Piao Ding; Shenyi Song; Roberto Togneri; Haijian Zhang (ICASSP, 2023)

A New Approach to Extract Fetal Electrocardiogram Using Affine Combination of Adaptive Filters. - Yu Xuan; Xiangyu Zhang; Shuyue Stella Li; Zihan Shen; Xin Xie; Leibny Paola García; Roberto Togneri (ICASSP, 2023)

A Two-stage Progressive Neural Network for Acoustic Echo Cancellation. - Zhuangqi Chen; Xianjun Xia; Cheng Chen; Xianke Wang; Yanhong Leng; Li Chen; Roberto Togneri; Yijian Xiao; Piao Ding; Shenyi Song; Pingjian Zhang (INTERSPEECH, 2023)

A novel quantum calculus-based complex least mean square algorithm (q-CLMS). - Alishba Sadiq; Imran Naseem; Shujaat Khan; Muhammad Moinuddin; Roberto Togneri; Mohammed Bennamoun (Appl. Intell., 2023)

Sparks of Large Audio Models: A Survey and Outlook. - Siddique Latif; Moazzam Shoukat; Fahad Shamshad; Muhammad Usama; Yi Ren; Heriberto Cuayáhuitl; Wenwu Wang 001; Xulong Zhang 001; Roberto Togneri; Erik Cambria; Björn W. Schuller (CoRR, 2023)

Acoustic characterization and machine prediction of perceived masculinity and femininity in adults. - Fuling Chen; Roberto Togneri; Murray Maybery; Diana Weiting Tan (Speech Commun., 2023)

Multi-Kernel Fusion for RBF Neural Networks. - Syed Muhammad Atif; Shujaat Khan; Imran Naseem; Roberto Togneri; Mohammed Bennamoun (Neural Process. Lett., 2023)

HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. - Saeedreza Shehnepoor; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (IEEE Trans. Neural Networks Learn. Syst., 2023)

Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation. - Uzair Nadeem; Mohammed Bennamoun; Roberto Togneri; Ferdous Sohel; Aref Miri Rekavandi; Farid Boussaïd (Pattern Recognit., 2023)

A Unified Loss Function to Tackle Inter-Class and Intra-Class Data Imbalance in Sound Event Detection. - Yuliang Zhang; Roberto Togneri; David Huang 001 (ICASSP, 2024)

Spatio-Temporal Graph Representation Learning for Fraudster Group Detection. - Saeedreza Shehnepoor; Roberto Togneri; Wei Liu 006; Mohammed Bennamoun (IEEE Trans. Neural Networks Learn. Syst., 2024)

Music Tempo Estimation on Solo Instrumental Performance. - Zhanhong He; Roberto Togneri; Xiangyu Zhang (CoRR, 2025)

Filling MIDI Velocity using U-Net Image Colorizer. - Zhanhong He; David Cooper; Defeng Huang; Roberto Togneri (CoRR, 2025)