Speaker Normalisation for Speech-Based Emotion Detection. - Vidhyasaharan Sethu; Eliathamby Ambikairajah; Julien Epps (DSP, 2007)

Group delay features for emotion detection. - Vidhyasaharan Sethu; Eliathamby Ambikairajah; Julien Epps (INTERSPEECH, 2007)

A Novel Technique for Noise Reduction in InSAR Images. - Dan Meng; Vidhyasaharan Sethu; Eliathamby Ambikairajah; Linlin Ge (IEEE Geosci. Remote. Sens. Lett., 2007)

Empirical mode decomposition based weighted frequency feature for speech-based emotion classification. - Vidhyasaharan Sethu; Eliathamby Ambikairajah; Julien Epps (ICASSP, 2008)

Phonetic and speaker variations in automatic emotion classification. - Vidhyasaharan Sethu; Eliathamby Ambikairajah; Julien Epps (INTERSPEECH, 2008)

Selective Weighting of Undecimated Wavelet Coefficients for Noise Reduction in SAR Interferograms. - Vidhyasaharan Sethu; Eliathamby Ambikairajah; Linlin Ge (EURASIP J. Adv. Signal Process., 2008)

Speaker dependency of spectral features and speech production cues for automatic emotion classification. - Vidhyasaharan Sethu; Eliathamby Ambikairajah; Julien Epps (ICASSP, 2009)

Pitch contour parameterisation based on linear stylisation for emotion recognition. - Vidhyasaharan Sethu; Eliathamby Ambikairajah; Julien Epps (INTERSPEECH, 2009)

Automatic emotion recognition: an investigation of acoustic and prosodic parameters. - Vidhyasaharan Sethu (2009)

Investigation of the robustness of a non-uniform filterbank for cognitive load classification. - Phu Ngoc Le; Vidhyasaharan Sethu; Eliathamby Ambikairajah; Jia Min Karen Kua (ICICS, 2011)

Investigation of spectral centroid features for cognitive load classification. - Phu Ngoc Le; Eliathamby Ambikairajah; Julien Epps; Vidhyasaharan Sethu; Eric H. C. Choi (Speech Commun., 2011)

PNCC-ivector-SRC based speaker verification. - Eliathamby Ambikairajah; Jia Min Karen Kua; Vidhyasaharan Sethu; Haizhou Li 001 (APSIPA, 2012)

Speaker variability in emotion recognition - an adaptation based approach. - Ni Ding; Vidhyasaharan Sethu; Julien Epps; Eliathamby Ambikairajah (ICASSP, 2012)

Speaker variability in speech based emotion models - Analysis and normalisation. - Vidhyasaharan Sethu; Julien Epps; Eliathamby Ambikairajah (ICASSP, 2013)

Modeling spectral variability for the classification of depressed speech. - Nicholas Cummins; Julien Epps; Vidhyasaharan Sethu; Michael Breakspear; Roland Goecke (INTERSPEECH, 2013)

GMM based speaker variability compensated system for interspeech 2013 compare emotion challenge. - Vidhyasaharan Sethu; Julien Epps; Eliathamby Ambikairajah; Haizhou Li 001 (INTERSPEECH, 2013)

Diagnosis of depression by behavioural signals: a multimodal approach. - Nicholas Cummins; Jyoti Joshi; Abhinav Dhall; Vidhyasaharan Sethu; Roland Goecke; Julien Epps (AVEC@ACM Multimedia, 2013)

On the use of speech parameter contours for emotion recognition. - Vidhyasaharan Sethu; Eliathamby Ambikairajah; Julien Epps (EURASIP J. Audio Speech Music. Process., 2013)

Variability compensation in small data: Oversampled extraction of i-vectors for the classification of depressed speech. - Nicholas Cummins; Julien Epps; Vidhyasaharan Sethu; Jarek Krajewski (ICASSP, 2014)

Probabilistic acoustic volume analysis for speech affected by depression. - Nicholas Cummins; Vidhyasaharan Sethu; Julien Epps; Jarek Krajewski (INTERSPEECH, 2014)

The UNSW submission to INTERSPEECH 2014 compare cognitive load challenge. - Jia Min Karen Kua; Vidhyasaharan Sethu; Phu Ngoc Le; Eliathamby Ambikairajah (INTERSPEECH, 2014)

An i-vector GPLDA system for speech based emotion recognition. - Kalani Wataraka Gamage; Vidhyasaharan Sethu; Phu Ngoc Le; Eliathamby Ambikairajah (APSIPA, 2015)

Scalable I-vector concatenation for PLDA based language identification system. - Saad Irtza; Haris Bavattichalil; Vidhyasaharan Sethu; Eliathamby Ambikairajah (APSIPA, 2015)

Weighted pairwise Gaussian likelihood regression for depression score prediction. - Nicholas Cummins; Julien Epps; Vidhyasaharan Sethu; Jarek Krajewski (ICASSP, 2015)

Relevance vector machine for depression prediction. - Nicholas Cummins; Vidhyasaharan Sethu; Julien Epps; Jarek Krajewski (INTERSPEECH, 2015)

Phonemes frequency based PLLR dimensionality reduction for language recognition. - Saad Irtza; Vidhyasaharan Sethu; Phu Ngoc Le; Eliathamby Ambikairajah; Haizhou Li 001 (INTERSPEECH, 2015)

A model based voice activity detector for noisy environments. - Kaavya Sriskandaraja; Vidhyasaharan Sethu; Phu Ngoc Le; Eliathamby Ambikairajah (INTERSPEECH, 2015)

An Iterative Multi Range Non-Negative Matrix Factorization Algorithm for Polyphonic Music Transcription. - Anis Khlif; Vidhyasaharan Sethu (ISMIR, 2015)

Twitter: A New Online Source of Automatically Tagged Data for Conversational Speech Emotion Recognition. - Christopher Hines; Vidhyasaharan Sethu; Julien Epps (ASM@ACM Multimedia, 2015)

An Investigation of Annotation Delay Compensation and Output-Associative Fusion for Multimodal Continuous Emotion Prediction. - Zhaocheng Huang; Ting Dang; Nicholas Cummins; Brian Stasak; Phu Ngoc Le; Vidhyasaharan Sethu; Julien Epps (AVEC@ACM Multimedia, 2015)

Analysis of acoustic space variability in speech affected by depression. - Nicholas Cummins; Vidhyasaharan Sethu; Julien Epps; Sebastian Schnieder; Jarek Krajewski (Speech Commun., 2015)

A hierarchical framework for language identification. - Saad Irtza; Vidhyasaharan Sethu; Haris Bavattichalil; Eliathamby Ambikairajah; Haizhou Li 001 (ICASSP, 2016)

Factor Analysis Based Speaker Normalisation for Continuous Emotion Prediction. - Ting Dang; Vidhyasaharan Sethu; Eliathamby Ambikairajah (INTERSPEECH, 2016)

A Feature Normalisation Technique for PLLR Based Language Identification Systems. - Sarith Fernando; Vidhyasaharan Sethu; Eliathamby Ambikairajah (INTERSPEECH, 2016)

Out of Set Language Modelling in Hierarchical Language Identification. - Saad Irtza; Vidhyasaharan Sethu; Sarith Fernando; Eliathamby Ambikairajah; Haizhou Li 001 (INTERSPEECH, 2016)

Parallel Speaker and Content Modelling for Text-Dependent Speaker Verification. - Jianbo Ma; Saad Irtza; Kaavya Sriskandaraja; Vidhyasaharan Sethu; Eliathamby Ambikairajah (INTERSPEECH, 2016)

Twin Model G-PLDA for Duration Mismatch Compensation in Text-Independent Speaker Verification. - Jianbo Ma; Vidhyasaharan Sethu; Eliathamby Ambikairajah; Kong-Aik Lee (INTERSPEECH, 2016)

Investigation of Sub-Band Discriminative Information Between Spoofed and Genuine Speech. - Kaavya Sriskandaraja; Vidhyasaharan Sethu; Phu Ngoc Le; Eliathamby Ambikairajah (INTERSPEECH, 2016)

Staircase Regression in OA RVM, Data Selection and Gender Dependency in AVEC 2016. - Zhaocheng Huang; Brian Stasak; Ting Dang; Kalani Wataraka Gamage; Phu Ngoc Le; Vidhyasaharan Sethu; Julien Epps (AVEC@ACM Multimedia, 2016)

Modeling variable length phoneme sequences - A step towards linguistic information for speech emotion recognition in wider world. - Kalani Wataraka Gamage; Vidhyasaharan Sethu; Eliathamby Ambikairajah (ACII, 2017)

Investigating the use of scattering coefficients for replay attack detection. - Kaavya Sriskandaraja; Gajan Suthokumar; Vidhyasaharan Sethu; Eliathamby Ambikairajah (APSIPA, 2017)

Salience based lexical features for emotion recognition. - Kalani Wataraka Gamage; Vidhyasaharan Sethu; Eliathamby Ambikairajah (ICASSP, 2017)

Gaussian Process Regression for Continuous Emotion Recognition with Global Temporal Invariance. - Mia Atcheson; Vidhyasaharan Sethu; Julien Epps (AffComp@IJCAI, 2017)

An Investigation of Emotion Prediction Uncertainty Using Gaussian Mixture Regression. - Ting Dang; Vidhyasaharan Sethu; Julien Epps; Eliathamby Ambikairajah (INTERSPEECH, 2017)

Bidirectional Modelling for Short Duration Language Identification. - Sarith Fernando; Vidhyasaharan Sethu; Eliathamby Ambikairajah; Julien Epps (INTERSPEECH, 2017)

Investigating Scalability in Hierarchical Language Identification System. - Saad Irtza; Vidhyasaharan Sethu; Eliathamby Ambikairajah; Haizhou Li 001 (INTERSPEECH, 2017)

The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016. - Kong-Aik Lee; Ville Hautamäki; Tomi Kinnunen; Anthony Larcher; Chunlei Zhang; Andreas Nautsch; Themos Stafylakis; Gang Liu 001; Mickaël Rouvier; Wei Rao 002; Federico Alegre; J. Ma; et al. (INTERSPEECH, 2017)

Incorporating Local Acoustic Variability Information into Short Duration Speaker Verification. - Jianbo Ma; Vidhyasaharan Sethu; Eliathamby Ambikairajah; Kong-Aik Lee (INTERSPEECH, 2017)

Independent Modelling of High and Low Energy Speech Frames for Spoofing Detection. - Gajan Suthokumar; Kaavya Sriskandaraja; Vidhyasaharan Sethu; Chamith Wijenayake; Eliathamby Ambikairajah (INTERSPEECH, 2017)

Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017. - Ting Dang; Brian Stasak; Zhaocheng Huang; Sadari Jayawardena; Mia Atcheson; Munawar Hayat; Phu Ngoc Le; Vidhyasaharan Sethu; Roland Goecke; Julien Epps (AVEC@ACM Multimedia, 2017)

A flipped mode approach to teaching an electronic system design course. - Ediz Cetin; Chamith Wijenayake; Vidhyasaharan Sethu; Eliathamby Ambikairajah (TALE, 2017)

Front-End for Antispoofing Countermeasures in Speaker Verification: Scattering Spectral Decomposition. - Kaavya Sriskandaraja; Vidhyasaharan Sethu; Eliathamby Ambikairajah; Haizhou Li 001 (IEEE J. Sel. Top. Signal Process., 2017)

Second Order Factorized Model Adaptation for Short Duration Language Identification. - Sarith Fernando; Vidhyasaharan Sethu; Eliathamby Ambikairajah; Haizhou Li 001 (APSIPA, 2018)

Use of Claimed Speaker Models for Replay Detection. - Gajan Suthokumar; Kaavya Sriskandaraja; Vidhyasaharan Sethu; Chamith Wijenayake; Eliathamby Ambikairajah; Haizhou Li 001 (APSIPA, 2018)

Dynamic Multi-Rater Gaussian Mixture Regression Incorporating Temporal Dependencies of Emotion Uncertainty Using Kalman Filters. - Ting Dang; Vidhyasaharan Sethu; Eliathamby Ambikairajah (ICASSP, 2018)

Factorized Hidden Variability Learning for Adaptation of Short Duration Language Identification Models. - Sarith Fernando; Vidhyasaharan Sethu; Eliathamby Ambikairajah (ICASSP, 2018)

End-to-End Hierarchical Language Identification System. - Saad Irtza; Vidhyasaharan Sethu; Eliathamby Ambikairajah; Haizhou Li 001 (ICASSP, 2018)

Speaker-Phonetic Vector Estimation for Short Duration Speaker Verification. - Jianbo Ma; Vidhyasaharan Sethu; Eliathamby Ambikairajah; Kong-Aik Lee (ICASSP, 2018)

Demonstrating and Modelling Systematic Time-varying Annotator Disagreement in Continuous Emotion Annotation. - Mia Atcheson; Vidhyasaharan Sethu; Julien Epps (INTERSPEECH, 2018)

Sub-band Envelope Features Using Frequency Domain Linear Prediction for Short Duration Language Identification. - Sarith Fernando; Vidhyasaharan Sethu; Eliathamby Ambikairajah (INTERSPEECH, 2018)

Deep Siamese Architecture Based Replay Detection for Secure Voice Biometric. - Kaavya Sriskandaraja; Vidhyasaharan Sethu; Eliathamby Ambikairajah (INTERSPEECH, 2018)

Modulation Dynamic Features for the Detection of Replay Attacks. - Gajan Suthokumar; Vidhyasaharan Sethu; Chamith Wijenayake; Eliathamby Ambikairajah (INTERSPEECH, 2018)

Speech-based Continuous Emotion Prediction by Learning Perception Responses related to Salient Events: A Study based on Vocal Affect Bursts and Cross-Cultural Affect in AVEC 2018. - Kalani Wataraka Gamage; Ting Dang; Vidhyasaharan Sethu; Julien Epps; Eliathamby Ambikairajah (AVEC@MM, 2018)

Using language cluster models in hierarchical language identification. - Saad Irtza; Vidhyasaharan Sethu; Eliathamby Ambikairajah; Haizhou Li 001 (Speech Commun., 2018)

Generalized Variability Model for Speaker Verification. - Jianbo Ma; Vidhyasaharan Sethu; Eliathamby Ambikairajah; Kong-Aik Lee (IEEE Signal Process. Lett., 2018)

Using Gaussian Processes with LSTM Neural Networks to Predict Continuous-Time, Dimensional Emotion in Ambiguous Speech. - Mia Atcheson; Vidhyasaharan Sethu; Julien Epps (ACII, 2019)

A Novel Bag-of-Optimised-Clusters Front-End for Speech based Continuous Emotion Prediction. - Deboshree Bose; Ting Dang; Vidhyasaharan Sethu; Eliathamby Ambikairajah; Sarith Fernando (ACII, 2019)

Phoneme Specific Modelling and Scoring Techniques for Anti Spoofing System. - Gajan Suthokumar; Kaavya Sriskandaraja; Vidhyasaharan Sethu; Chamith Wijenayake; Eliathamby Ambikairajah (ICASSP, 2019)

Auditory Inspired Spatial Differentiation for Replay Spoofing Attack Detection. - Buddhi Wickramasinghe; Eliathamby Ambikairajah; Julien Epps; Vidhyasaharan Sethu; Haizhou Li 001 (ICASSP, 2019)

Speech Based Emotion Prediction: Can a Linear Model Work? - Anda Ouyang; Ting Dang; Vidhyasaharan Sethu; Eliathamby Ambikairajah (INTERSPEECH, 2019)

The Ambiguous World of Emotion Representation. - Vidhyasaharan Sethu; Emily Mower Provost; Julien Epps; Carlos Busso; Nicholas Cummins; Shrikanth S. Narayanan (CoRR, 2019)

Estimating cognitive load from speech gathered in a complex real-life training exercise. - Maria Vukovic; Vidhyasaharan Sethu; Jessica Parker; Lawrence Cavedon; Margaret Lech; John Thangarajah (Int. J. Hum. Comput. Stud., 2019)

Cochlear Signal Processing: A Platform for Learning the Fundamentals of Digital Signal Processing. - Eliathamby Ambikairajah; Vidhyasaharan Sethu (ICASSP, 2020)

Adversarial Multi-Task Learning for Speaker Normalization in Replay Detection. - Gajan Suthokumar; Vidhyasaharan Sethu; Kaavya Sriskandaraja; Eliathamby Ambikairajah (ICASSP, 2020)

Natural Language Processing Methods for Acoustic and Landmark Event-Based Features in Speech-Based Depression Detection. - Zhaocheng Huang; Julien Epps; Dale Joachim; Vidhyasaharan Sethu (IEEE J. Sel. Top. Signal Process., 2020)

Generalized Two-Stage Rank Regression Framework for Depression Score Prediction from Speech. - Nicholas Cummins; Vidhyasaharan Sethu; Julien Epps; James R. Williamson; Thomas F. Quatieri; Jarek Krajewski (IEEE Trans. Affect. Comput., 2020)

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; et al. (Interspeech, 2021)

Parametric Distributions to Model Numerical Emotion Labels. - Deboshree Bose; Vidhyasaharan Sethu; Eliathamby Ambikairajah (Interspeech, 2021)

Multimodal Affect Models: An Investigation of Relative Salience of Audio and Visual Cues for Emotion Prediction. - Jingyao Wu 002; Ting Dang; Vidhyasaharan Sethu; Eliathamby Ambikairajah (Frontiers Comput. Sci., 2021)

An adaptive transmission line cochlear model based front-end for replay attack detection. - Tharshini Gunendradasan; Eliathamby Ambikairajah; Julien Epps; Vidhyasaharan Sethu; Haizhou Li 001 (Speech Commun., 2021)

Teaching Signal Processing Through Frequent and Diverse Design: A Pedagogical Approach. - Elias Aboutanios; Vidhyasaharan Sethu; Eliathamby Ambikairajah; David S. Taubman; Julien Epps (IEEE Signal Process. Mag., 2021)

Compensation Techniques for Speaker Variability in Continuous Emotion Prediction. - Ting Dang; Vidhyasaharan Sethu; Eliathamby Ambikairajah (IEEE Trans. Affect. Comput., 2021)

A Novel Sequential Monte Carlo Framework for Predicting Ambiguous Emotion States. - Jingyao Wu 002; Ting Dang; Vidhyasaharan Sethu; Eliathamby Ambikairajah (ICASSP, 2022)

Belief Mismatch Coefficient (BMC): A Novel Interpretable Measure of Prediction Accuracy for Ambiguous Emotion States. - Jingyao Wu 002; Ting Dang; Vidhyasaharan Sethu; Eliathamby Ambikairajah (ACII, 2023)

Constrained Dynamical Neural ODE for Time Series Modelling: A Case Study on Continuous Emotion Prediction. - Ting Dang; Antoni Dimitriadis; Jingyao Wu 002; Vidhyasaharan Sethu; Eliathamby Ambikairajah (ICASSP, 2023)

What is Learnt by the LEArnable Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy Conditions. - Hanyu Meng; Vidhyasaharan Sethu; Eliathamby Ambikairajah (INTERSPEECH, 2023)

Improving wav2vec2-based Spoken Language Identification by Learning Phonological Features. - Mostafa Shahin; Zheng Nan; Vidhyasaharan Sethu; Beena Ahmed (INTERSPEECH, 2023)

From Interval to Ordinal: A HMM based Approach for Emotion Label Conversion. - Jingyao Wu 002; Ting Dang; Vidhyasaharan Sethu; Eliathamby Ambikairajah (INTERSPEECH, 2023)

Spatial HuBERT: Self-supervised Spatial Speech Representation Learning for a Single Talker from Multi-channel Audio. - Antoni Dimitriadis; Siqi Pan; Vidhyasaharan Sethu; Beena Ahmed (CoRR, 2023)

A Novel Markovian Framework for Integrating Absolute and Relative Ordinal Emotion Information. - Jingyao Wu 002; Ting Dang; Vidhyasaharan Sethu; Eliathamby Ambikairajah (IEEE Trans. Affect. Comput., 2023)

DNN controlled adaptive front-end for replay attack detection systems. - Buddhi Wickramasinghe; Eliathamby Ambikairajah; Vidhyasaharan Sethu; Julien Epps; Haizhou Li 001; Ting Dang (Speech Commun., 2023)

Emotion Recognition Systems Must Embrace Ambiguity. - Jingyao Wu 002; Ting Dang; Vidhyasaharan Sethu; Eliathamby Ambikairajah (ACII (Workshops and Demos), 2024)

ChatGPT in the Classroom: A Shift in Engineering Design Education. - Eliathamby Ambikairajah; Tharmakulasingam Sirojan; Tharmarajah Thiruvaran; Vidhyasaharan Sethu (EDUCON, 2024)

A Tiered Learning Framework for Self-Guided Engineering Design Education. - Eliathamby Ambikairajah; Tharmarajah Thiruvaran; Vidhyasaharan Sethu; Deepak Mishra 001; Tharmakulasingam Sirojan (EDUCON, 2024)

A Probability Gradient Based Approach for Sampling Boundaries of In-Domain Data. - Miao Jing; Vidhyasaharan Sethu; Beena Ahmed (ICASSP, 2024)

Variational Connectionist Temporal Classification for Order-Preserving Sequence Modeling. - Zheng Nan; Ting Dang; Vidhyasaharan Sethu; Beena Ahmed (ICASSP, 2024)

Dual-Constrained Dynamical Neural ODEs for Ambiguity-aware Continuous Emotion Prediction. - Jingyao Wu 002; Ting Dang; Vidhyasaharan Sethu; Eliathamby Ambikairajah (INTERSPEECH, 2024)

Binaural Selective Attention Model for Target Speaker Extraction. - Hanyu Meng; Qiquan Zhang; Xiangyu Zhang; Vidhyasaharan Sethu; Eliathamby Ambikairajah (INTERSPEECH, 2024)

Can Modelling Inter-Rater Ambiguity Lead To Noise-Robust Continuous Emotion Predictions? - Ya-Tse Wu; Jingyao Wu 002; Vidhyasaharan Sethu; Chi-Chun Lee (INTERSPEECH, 2024)

Aligning Tiered Assessments With Course Learning Outcomes. - Eliathamby Ambikairajah; Tharmakulasingam Sirojan; Vidhyasaharan Sethu; Deepak Mishra 001 (TALE, 2024)

A Joint Spectro-Temporal Relational Thinking Based Acoustic Modeling Framework. - Zheng Nan; Ting Dang; Vidhyasaharan Sethu; Beena Ahmed (CoRR, 2024)

Continuous Emotion Ambiguity Prediction: Modeling With Beta Distributions. - Deboshree Bose; Vidhyasaharan Sethu; Eliathamby Ambikairajah (IEEE Trans. Affect. Comput., 2024)

AER-LLM: Ambiguity-aware Emotion Recognition Leveraging Large Language Models. - Xin Hong; Yuan Gong; Vidhyasaharan Sethu; Ting Dang (ICASSP, 2025)

Improved Out-of-domain Detection in VAE Latent Spaces with Boundary-driven Regularisation. - Miao Jing; Vidhyasaharan Sethu; Beena Ahmed (ICASSP, 2025)

Evidential Neural GPLDA: A Novel Approach to Quantify Prediction Uncertainty in Speaker Verification Systems. - Miao Jing; Vidhyasaharan Sethu; Beena Ahmed (ICASSP, 2025)

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 (ICASSP, 2025)

Quantifying prediction uncertainties in automatic speaker verification systems. - Miao Jing; Vidhyasaharan Sethu; Beena Ahmed; Kong Aik Lee (Comput. Speech Lang., 2025)

Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends. - Qiquan Zhang; Buddhi Wickramasinghe; Eliathamby Ambikairajah; Vidhyasaharan Sethu; Haizhou Li 001 (CoRR, 2025)