| 2025 | ICASSP | AER-LLM: Ambiguity-aware Emotion Recognition Leveraging Large Language Models. | Xin Hong, Yuan Gong, Vidhyasaharan Sethu, Ting Dang |
| 2025 | ICASSP | Improved Out-of-domain Detection in VAE Latent Spaces with Boundary-driven Regularisation. | Miao Jing, Vidhyasaharan Sethu, Beena Ahmed |
| 2025 | ICASSP | Evidential Neural GPLDA: A Novel Approach to Quantify Prediction Uncertainty in Speaker Verification Systems. | Miao Jing, Vidhyasaharan Sethu, Beena Ahmed |
| 2025 | ICASSP | Blind Estimation of Sub-band Acoustic Parameters from Ambisonics Recordings using Spectro-Spatial Covariance Features. | Hanyu Meng, Jeroen Breebaart, Jeremy Stoddard, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2025 | Interspeech | A Study of Speech Embedding Similarities Between Australian Aboriginal and High-Resource Languages. | Eliathamby Ambikairajah, Jingyao Wu, Ting Dang, Vidhyasaharan Sethu |
| 2024 | ACII | Emotion Recognition Systems Must Embrace Ambiguity. | Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2024 | EDUCON | ChatGPT in the Classroom: A Shift in Engineering Design Education. | Eliathamby Ambikairajah, Tharmakulasingam Sirojan, Tharmarajah Thiruvaran, Vidhyasaharan Sethu |
| 2024 | EDUCON | A Tiered Learning Framework for Self-Guided Engineering Design Education. | Eliathamby Ambikairajah, Tharmarajah Thiruvaran, Vidhyasaharan Sethu, Deepak Mishra, Tharmakulasingam Sirojan |
| 2024 | ICASSP | A Probability Gradient Based Approach for Sampling Boundaries of In-Domain Data. | Miao Jing, Vidhyasaharan Sethu, Beena Ahmed |
| 2024 | ICASSP | Variational Connectionist Temporal Classification for Order-Preserving Sequence Modeling. | Zheng Nan, Ting Dang, Vidhyasaharan Sethu, Beena Ahmed |
| 2024 | Interspeech | Dual-Constrained Dynamical Neural ODEs for Ambiguity-aware Continuous Emotion Prediction. | Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2024 | Interspeech | Binaural Selective Attention Model for Target Speaker Extraction. | Hanyu Meng, Qiquan Zhang, Xiangyu Zhang, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2024 | Interspeech | Can Modelling Inter-Rater Ambiguity Lead To Noise-Robust Continuous Emotion Predictions? | Ya-Tse Wu, Jingyao Wu, Vidhyasaharan Sethu, Chi-Chun Lee |
| 2023 | ACII | Belief Mismatch Coefficient (BMC): A Novel Interpretable Measure of Prediction Accuracy for Ambiguous Emotion States. | Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2023 | ICASSP | Constrained Dynamical Neural ODE for Time Series Modelling: A Case Study on Continuous Emotion Prediction. | Ting Dang, Antoni Dimitriadis, Jingyao Wu, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2023 | Interspeech | What is Learnt by the LEArnable Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy Conditions. | Hanyu Meng, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2023 | Interspeech | Improving wav2vec2-based Spoken Language Identification by Learning Phonological Features. | Mostafa Shahin, Zheng Nan, Vidhyasaharan Sethu, Beena Ahmed |
| 2023 | Interspeech | From Interval to Ordinal: A HMM based Approach for Emotion Label Conversion. | Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2022 | ICASSP | A Novel Sequential Monte Carlo Framework for Predicting Ambiguous Emotion States. | Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2021 | Interspeech | AusKidTalk: An Auditory-Visual Corpus of 3- to 12-Year-Old Australian Children's Speech. | Beena Ahmed, Kirrie J. Ballard, Denis Burnham, Tharmakulasingam Sirojan, Hadi Mehmood, Dominique Estival, Elise Baker, Felicity Cox, Joanne Arciuli, Titia Benders, Katherine Demuth, Barbara Kelly, Chlo Diskin-Holdaway, Mostafa Shahin, Vidhyasaharan Sethu, Julien Epps, Chwee Beng Lee, Eliathamby Ambikairajah |
| 2021 | Interspeech | Parametric Distributions to Model Numerical Emotion Labels. | Deboshree Bose, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2020 | ICASSP | Cochlear Signal Processing: A Platform for Learning the Fundamentals of Digital Signal Processing. | Eliathamby Ambikairajah, Vidhyasaharan Sethu |
| 2020 | ICASSP | Adversarial Multi-Task Learning for Speaker Normalization in Replay Detection. | Gajan Suthokumar, Vidhyasaharan Sethu, Kaavya Sriskandaraja, Eliathamby Ambikairajah |
| 2019 | ACII | Using Gaussian Processes with LSTM Neural Networks to Predict Continuous-Time, Dimensional Emotion in Ambiguous Speech. | Mia Atcheson, Vidhyasaharan Sethu, Julien Epps |
| 2019 | ACII | A Novel Bag-of-Optimised-Clusters Front-End for Speech based Continuous Emotion Prediction. | Deboshree Bose, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Sarith Fernando |
| 2019 | ICASSP | Phoneme Specific Modelling and Scoring Techniques for Anti Spoofing System. | Gajan Suthokumar, Kaavya Sriskandaraja, Vidhyasaharan Sethu, Chamith Wijenayake, Eliathamby Ambikairajah |
| 2019 | ICASSP | Auditory Inspired Spatial Differentiation for Replay Spoofing Attack Detection. | Buddhi Wickramasinghe, Eliathamby Ambikairajah, Julien Epps, Vidhyasaharan Sethu, Haizhou Li |
| 2019 | Interspeech | Speech Based Emotion Prediction: Can a Linear Model Work? | Anda Ouyang, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2018 | ICASSP | Dynamic Multi-Rater Gaussian Mixture Regression Incorporating Temporal Dependencies of Emotion Uncertainty Using Kalman Filters. | Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2018 | ICASSP | Factorized Hidden Variability Learning for Adaptation of Short Duration Language Identification Models. | Sarith Fernando, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2018 | ICASSP | End-to-End Hierarchical Language Identification System. | Saad Irtza, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Haizhou Li |
| 2018 | ICASSP | Speaker-Phonetic Vector Estimation for Short Duration Speaker Verification. | Jianbo Ma, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Kong-Aik Lee |
| 2018 | Interspeech | Demonstrating and Modelling Systematic Time-varying Annotator Disagreement in Continuous Emotion Annotation. | Mia Atcheson, Vidhyasaharan Sethu, Julien Epps |
| 2018 | Interspeech | Sub-band Envelope Features Using Frequency Domain Linear Prediction for Short Duration Language Identification. | Sarith Fernando, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2018 | Interspeech | Deep Siamese Architecture Based Replay Detection for Secure Voice Biometric. | Kaavya Sriskandaraja, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2018 | Interspeech | Modulation Dynamic Features for the Detection of Replay Attacks. | Gajan Suthokumar, Vidhyasaharan Sethu, Chamith Wijenayake, Eliathamby Ambikairajah |
| 2017 | ACII | Modeling variable length phoneme sequences - A step towards linguistic information for speech emotion recognition in wider world. | Kalani Wataraka Gamage, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2017 | ICASSP | Salience based lexical features for emotion recognition. | Kalani Wataraka Gamage, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2017 | IJCAI | Gaussian Process Regression for Continuous Emotion Recognition with Global Temporal Invariance. | Mia Atcheson, Vidhyasaharan Sethu, Julien Epps |
| 2017 | Interspeech | An Investigation of Emotion Prediction Uncertainty Using Gaussian Mixture Regression. | Ting Dang, Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah |
| 2017 | Interspeech | Bidirectional Modelling for Short Duration Language Identification. | Sarith Fernando, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps |
| 2017 | Interspeech | Investigating Scalability in Hierarchical Language Identification System. | Saad Irtza, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Haizhou Li |
| 2017 | Interspeech | The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016. | Kong-Aik Lee, Ville Hautamki, Tomi Kinnunen, Anthony Larcher, Chunlei Zhang, Andreas Nautsch, Themos Stafylakis, Gang Liu, Mickal Rouvier, Wei Rao, Federico Alegre, J. Ma, Man-Wai Mak, Achintya Kumar Sarkar, Hctor Delgado, Rahim Saeidi, Hagai Aronowitz, Aleksandr Sizov, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Bin Ma, Ville Vestman, Md. Sahidullah, M. Halonen, Anssi Kanervisto, Gal Le Lan, Fahimeh Bahmaninezhad, Sergey Isadskiy, Christian Rathgeb, Christoph Busch, Georgios Tzimiropoulos, Q. Qian, Z. Wang, Q. Zhao, T. Wang, H. Li, J. Xue, S. Zhu, R. Jin, T. Zhao, Pierre-Michel Bousquet, Moez Ajili, Waad Ben Kheder, Driss Matrouf, Zhi Hao Lim, Chenglin Xu, Haihua Xu, Xiong Xiao, Eng Siong Chng, Benoit G. B. Fauve, Kaavya Sriskandaraja, Vidhyasaharan Sethu, W. W. Lin, Dennis Alexander Lehmann Thomsen, Zheng-Hua Tan, Massimiliano Todisco, Nicholas W. D. Evans, Haizhou Li, John H. L. Hansen, Jean-Franois Bonastre, Eliathamby Ambikairajah |
| 2017 | Interspeech | Incorporating Local Acoustic Variability Information into Short Duration Speaker Verification. | Jianbo Ma, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Kong-Aik Lee |
| 2017 | Interspeech | Independent Modelling of High and Low Energy Speech Frames for Spoofing Detection. | Gajan Suthokumar, Kaavya Sriskandaraja, Vidhyasaharan Sethu, Chamith Wijenayake, Eliathamby Ambikairajah |
| 2016 | ICASSP | A hierarchical framework for language identification. | Saad Irtza, Vidhyasaharan Sethu, Haris Bavattichalil, Eliathamby Ambikairajah, Haizhou Li |
| 2016 | Interspeech | Factor Analysis Based Speaker Normalisation for Continuous Emotion Prediction. | Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2016 | Interspeech | A Feature Normalisation Technique for PLLR Based Language Identification Systems. | Sarith Fernando, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2016 | Interspeech | Out of Set Language Modelling in Hierarchical Language Identification. | Saad Irtza, Vidhyasaharan Sethu, Sarith Fernando, Eliathamby Ambikairajah, Haizhou Li |
| 2016 | Interspeech | Parallel Speaker and Content Modelling for Text-Dependent Speaker Verification. | Jianbo Ma, Saad Irtza, Kaavya Sriskandaraja, Vidhyasaharan Sethu, Eliathamby Ambikairajah |
| 2016 | Interspeech | Twin Model G-PLDA for Duration Mismatch Compensation in Text-Independent Speaker Verification. | Jianbo Ma, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Kong-Aik Lee |
| 2016 | Interspeech | Investigation of Sub-Band Discriminative Information Between Spoofed and Genuine Speech. | Kaavya Sriskandaraja, Vidhyasaharan Sethu, Phu Ngoc Le, Eliathamby Ambikairajah |
| 2015 | ICASSP | Weighted pairwise Gaussian likelihood regression for depression score prediction. | Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski |
| 2015 | Interspeech | Relevance vector machine for depression prediction. | Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski |
| 2015 | Interspeech | Phonemes frequency based PLLR dimensionality reduction for language recognition. | Saad Irtza, Vidhyasaharan Sethu, Phu Ngoc Le, Eliathamby Ambikairajah, Haizhou Li |
| 2015 | Interspeech | A model based voice activity detector for noisy environments. | Kaavya Sriskandaraja, Vidhyasaharan Sethu, Phu Ngoc Le, Eliathamby Ambikairajah |
| 2014 | ICASSP | Variability compensation in small data: Oversampled extraction of i-vectors for the classification of depressed speech. | Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski |
| 2014 | Interspeech | Probabilistic acoustic volume analysis for speech affected by depression. | Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski |
| 2014 | Interspeech | The UNSW submission to INTERSPEECH 2014 compare cognitive load challenge. | Jia Min Karen Kua, Vidhyasaharan Sethu, Phu Ngoc Le, Eliathamby Ambikairajah |
| 2013 | ICASSP | Speaker variability in speech based emotion models - Analysis and normalisation. | Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah |
| 2013 | Interspeech | Modeling spectral variability for the classification of depressed speech. | Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Michael Breakspear, Roland Goecke |
| 2013 | Interspeech | GMM based speaker variability compensated system for interspeech 2013 compare emotion challenge. | Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah, Haizhou Li |
| 2012 | ICASSP | Speaker variability in emotion recognition - an adaptation based approach. | Ni Ding, Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah |
| 2009 | ICASSP | Speaker dependency of spectral features and speech production cues for automatic emotion classification. | Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps |
| 2009 | Interspeech | Pitch contour parameterisation based on linear stylisation for emotion recognition. | Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps |
| 2008 | ICASSP | Empirical mode decomposition based weighted frequency feature for speech-based emotion classification. | Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps |
| 2008 | Interspeech | Phonetic and speaker variations in automatic emotion classification. | Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps |
| 2007 | Interspeech | Group delay features for emotion detection. | Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps |