| 2024 | ICASSP | A Unified Loss Function to Tackle Inter-Class and Intra-Class Data Imbalance in Sound Event Detection. | Yuliang Zhang, Roberto Togneri, David Huang |
| 2023 | ICASSP | 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 |
| 2023 | ICASSP | 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 Garca, Roberto Togneri |
| 2023 | Interspeech | 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 |
| 2020 | ICASSP | A Differential Approach for Rain Field Tomographic Reconstruction Using Microwave Signals from Leo Satellites. | Xi Shen, Defeng David Huang, Claire Vincent, Wenxiao Wang, Roberto Togneri |
| 2020 | ICASSP | Performance Analysis for Path Attenuation Estimation of Microwave Signals Due to Rainfall and Beyond. | Boming Song, Defeng David Huang, Xi Shen, Roberto Togneri |
| 2020 | Interspeech | An Objective Voice Gender Scoring System and Identification of the Salient Acoustic Measures. | Fuling Chen, Roberto Togneri, Murray Maybery, Diana Tan |
| 2019 | DICTA | Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. | Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri |
| 2019 | ICASSP | Signals and Systems: Casting It as an Action-adventure Rather than a Horror Genre. | Roberto Togneri, Sally A. Male |
| 2019 | ICONIP | Learning-Based Confidence Estimation for Multi-modal Classifier Fusion. | Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri |
| 2019 | ICONIP | 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 |
| 2018 | ACL | NovelPerspective: Identifying Point of View Characters. | Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun |
| 2018 | AVSS | Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations. | Shamsiah Abidin, Roberto Togneri, Ferdous Sohel |
| 2018 | CICLING | Finding Word Sense Embeddings of Known Meaning. | Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun |
| 2018 | ICASSP | Confidence Based Acoustic Event Detection. | Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang |
| 2018 | Interspeech | Spoofing Detection Using Adaptive Weighting Framework and Clustering Analysis. | Yuanjun Zhao, Roberto Togneri, Victor Sreeram |
| 2017 | CVPR | Efficient Image Set Classification Using Linear Regression Based Image Reconstruction. | Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri |
| 2017 | ICASSP | Enhanced LBP texture features from time frequency representations for acoustic scene classification. | Shamsiah Abidin, Roberto Togneri, Ferdous Ahmed Sohel |
| 2017 | IJCAI | Learning deep structured network for weakly supervised change detection. | Salman Hameed Khan, Xuming He, Fatih Porikli, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri |
| 2017 | Interspeech | A Contrast Function and Algorithm for Blind Separation of Audio Signals. | Wei Gao, Roberto Togneri, Victor Sreeram |
| 2017 | Interspeech | Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection. | Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang |
| 2016 | CICLING | Generating Bags of Words from the Sums of Their Word Embeddings. | Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun |
| 2016 | ICDM | Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem. | Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun |
| 2016 | ICPR | Audio-visual biometric recognition via joint sparse representations. | Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Ahmed Sohel |
| 2015 | ADCS | How Well Sentence Embeddings Capture Meaning. | Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun |
| 2015 | CICLING | An Investigation of Neural Embeddings for Coreference Resolution. | Varun Godbole, Wei Liu, Roberto Togneri |
| 2015 | CVPR | Separating objects and clutter in indoor scenes. | Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri |
| 2015 | ICASSP | Extracting deep bottleneck features for visual speech recognition. | Chao Sui, Roberto Togneri, Mohammed Bennamoun |
| 2015 | ICCV | Listening with Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines. | Chao Sui, Mohammed Bennamoun, Roberto Togneri |
| 2015 | PSIVT | Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification. | Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel |
| 2014 | CVPR | Automatic Feature Learning for Robust Shadow Detection. | Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri |
| 2014 | ECCV | Geometry Driven Semantic Labeling of Indoor Scenes. | Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri |
| 2014 | ICASSP | 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 |
| 2014 | ICASSP | Source number estimation in reverberant conditions via full-band weighted, adaptive fuzzy c-means clustering. | Joshua Hollick, Ingrid Jafari, Roberto Togneri, Sven Nordholm |
| 2014 | ICPRAM | Confidence-based Rank-level Fusion for Audio-visual Person Identification System. | Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel |
| 2014 | Interspeech | On the use of the Watson mixture model for clustering-based under-determined blind source separation. | Ingrid Jafari, Roberto Togneri, Sven Nordholm |
| 2013 | WACV | A lip extraction algorithm using region-based ACM with automatic contour initialization. | Chao Sui, Mohammed Bennamoun, Roberto Togneri, Serajul Haque |
| 2012 | ACSSC | On the integration of time-frequency masking speech separation and recognition in underdetermined environments. | Ingrid Jafari, Serajul Haque, Roberto Togneri, Sven Nordholm |
| 2012 | ACSSC | Discrimination comparison between audio and visual features. | Chao Sui, Roberto Togneri, Serajul Haque, Mohammed Bennamoun |
| 2012 | DICTA | 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 |
| 2012 | ICASSP | A robust approach to reverberant blind source separation in the presence of noise for arbitrarily arranged sensors. | Ingrid Jafari, Roberto Togneri, Sven Nordholm |
| 2011 | ICASSP | Speaker verification using sparse representation classification. | Jia Min Karen Kua, Eliathamby Ambikairajah, Julien Epps, Roberto Togneri |
| 2011 | Interspeech | 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, Yuko Kinoshita, Roland Gcke, Joanne Arciuli, Mark Onslow, Trent W. Lewis, Andrew Butcher, John Hajek |
| 2011 | Interspeech | Underdetermined Blind Source Separation with Fuzzy Clustering for Arbitrarily Arranged Sensors. | Ingrid Jafari, Serajul Haque, Roberto Togneri, Sven Nordholm |
| 2010 | ICASSP | A psychoacoustic spectral subtraction method for noise suppression in automatic speech recognition. | Serajul Haque, Roberto Togneri |
| 2010 | ICPR | Robust Regression for Face Recognition. | Imran Naseem, Roberto Togneri, Mohammed Bennamoun |
| 2010 | ICPR | Sparse Representation for Speaker Identification. | Imran Naseem, Roberto Togneri, Mohammed Bennamoun |
| 2010 | Interspeech | A feature extraction method for automatic speech recognition based on the cochlear nucleus. | Serajul Haque, Roberto Togneri |
| 2009 | ICASSP | A criterion for the enhancement of time-frequency masks in missing data recognition. | Daniel Pullella, Roberto Togneri |
| 2009 | ICIP | Face identification using linear regression. | Imran Naseem, Roberto Togneri, Mohammed Bennamoun |
| 2008 | ICASSP | Towards the use of full covariance models for missing data speaker recognition. | Marco Khne, Daniel Pullella, Roberto Togneri, Sven Nordholm |
| 2008 | ICASSP | Robust speaker identification using combined feature selection and missing data recognition. | Daniel Pullella, Marco Khne, Roberto Togneri |
| 2008 | Interspeech | Adaptive beamforming and soft missing data decoding for robust speech recognition in reverberant environments. | Marco Khne, Roberto Togneri, Sven Nordholm |
| 2008 | ISVC | Sparse Representation for Ear Biometrics. | Imran Naseem, Roberto Togneri, Mohammed Bennamoun |
| 2007 | ICASSP | A Temporal Auditory Model with Adaptation for Automatic Speech Recognition. | Serajul Haque, Roberto Togneri, Anthony Zaknich |
| 2007 | ICASSP | Mel-Spectrographic Mask Estimation for Missing Data Speech Recognition using Short-Time-Fourier-Transform Ratio Estimators. | Marco Khne, Roberto Togneri, Sven Nordholm |
| 2007 | Interspeech | Smooth soft mel-spectrographic masks based on blind sparse source separation. | Marco Khne, Roberto Togneri, Sven Nordholm |
| 2007 | Interspeech | A structured speech model parameterized by recursive dynamics and neural networks. | Roberto Togneri, Li Deng |
| 2007 | Interspeech | Feature and distribution normalization schemes for statistical mismatch reduction in reverberant speech recognition. | A. M. Toh, Roberto Togneri, Sven Nordholm |
| 2006 | Interspeech | Prosodic features for a maximum entropy language model. | Oscar Chan, Roberto Togneri |
| 2006 | Interspeech | Automatic English stop consonants classification using wavelet analysis and hidden Markov models. | Marco Khne, Roberto Togneri |
| 2004 | ICASSP | Spatio-temporal processing for distant speech recognition. | Siow Yong Low, Roberto Togneri, Sven Nordholm |
| 2004 | Interspeech | Use of neural network mapping and extended kalman filter to recover vocal tract resonances from the MFCC parameters of speech. | Li Deng, Roberto Togneri |
| 2001 | ICASSP | An EKF-based algorithm for learning statistical hidden dynamic model parameters for phonetic recognition. | Roberto Togneri, Li Deng |
| 2000 | Interspeech | A robust speech understanding system using conceptual relational grammar. | Jiping Sun, Roberto Togneri, Li Deng |
| 1998 | Interspeech | Speech recognition using the probabilistic neural network. | Raymond Low, Roberto Togneri |
| 1994 | ICASSP | Using Gaussian mixture modeling in speech recognition. | Yaxin Zhang, Michael D. Alder, Roberto Togneri |
| 1990 | ICASSP | An English language speech database at the University of Western Australia. | Edmund M.-K. Lai, G. A. Carrijo, R. Bennett, Roberto Togneri, Michael D. Alder, Yianni Attikiouzel |