Real time measurements of the vocal tract resonances during speech. - Julien Epps; Annette Dowd; John Smith; Joe Wolfe (EUROSPEECH, 1997)

Speech enhancement using STC-based bandwidth extension. - Julien Epps; W. Harvey Holmes (ICSLP, 1998)

Wideband extension of narrowband speech for enhancement and coding. - Julien Epps (2000)

Wideband speech and audio coding using gammatone filter banks. - Eliathamby Ambikairajah; Julien Epps; Lee Lin (ICASSP, 2001)

A new very low bit rate wideband speech coder with a sinusoidal highband model. - Julien Epps; W. Harvey Holmes (ISCAS (2), 2001)

Evaluation of a virtual teaching laboratory for signal processing education. - Eliathamby Ambikairajah; Julien Epps; Ming Sheng; Branko G. Celler (ICASSP (3), 2003)

Temporal structure constrained transformation for speaker adaptation. - Eric H. C. Choi; Trym Holter; Julien Epps; Arun Gopalakrishnan (ICASSP (1), 2003)

Decomposition of speech into voiced and unvoiced components based on a state-space signal model. - Mark Thomson; Simon Boland; Mike Wu; Julien Epps; Michael Smithers (ICASSP (1), 2003)

Perceptual wavelet packet audio coder. - Teddy Surya Gunawan; Eliathamby Ambikairajah; Julien Epps (INTERSPEECH, 2004)

Visualisation of Reduced-Dimension Microarray Data Using Gaussian Mixture Models. - Julien Epps; Eliathamby Ambikairajah (APVIS, 2005)

Experiences with an electronic whiteboard teaching laboratory and tablet PC based lecture presentations [DSP courses]. - Eliathamby Ambikairajah; Julien Epps; Ming Sheng; Branko G. Celler; Peter Chen (ICASSP (5), 2005)

A study of manual gesture-based selection for the PEMMI multimodal transport management interface. - Fang Chen 001; Eric H. C. Choi; Julien Epps; Serge Lichman; Natalie Ruiz; Yu (David) Shi; Ronnie Taib; Mike Wu (ICMI, 2005)

An energy search approach to variable frame rate front-end processing for robust ASR. - Julien Epps; Eric H. C. Choi (INTERSPEECH, 2005)

Gene and exon prediction using time domain algorithms. - Eliathamby Ambikairajah; Julien Epps; Mahmood Akhtar (ISSPA, 2005)

A new approach to variable frame rate front-end processing for robust speech recognition. - Julien Epps (ISSPA, 2005)

Analysis of an MFCC-based audio indexing system for efficient coding of multimedia sources. - Omer Mohsin Mubarak; Eliathamby Ambikairajah; Julien Epps (ISSPA, 2005)

Language Identification using Warping and the Shifted Delta Cepstrum. - Felicity Allen; Eliathamby Ambikairajah; Julien Epps (MMSP, 2005)

A study of hand shape use in tabletop gesture interaction. - Julien Epps; Serge Lichman; Mike Wu (CHI Extended Abstracts, 2006)

Warped Magnitude and Phase-Based Features for Language Identification. - Felicity Allen; Eliathamby Ambikairajah; Julien Epps (ICASSP (1), 2006)

Improving Separability of Eeg Signals During Motor Imagery With An Efficient Circular Laplacian. - Le Song; Julien Epps (ICASSP (2), 2006)

A Hybrid Method for the Recognition of Acceptor Splice Sites. - Mahmood Akhtar; Eliathamby Ambikairajah; Julien Epps (ICECS, 2006)

Classifying EEG for brain-computer interfaces: learning optimal filters for dynamical system features. - Le Song; Julien Epps (ICML, 2006)

Speaker Verification Using A Novel Set of Dynamic Features. - Mohaddeseh Nosratighods; Eliathamby Ambikairajah; Julien Epps (ICPR (4), 2006)

Computational Identification of Short Initial Exons. - Sayanthan Logeswaran; Eliathamby Ambikairajah; Julien Epps (PRIB, 2006)

ViCAT: Visualisation and Interaction on a Collaborative Access Table. - Fang Chen 001; Peter Eades; Julien Epps; Serge Lichman; Benjamin Close; Peter Hutterer; Masahiro Takatsuka; Bruce H. Thomas; Mike Wu (Tabletop, 2006)

A study of co-worker awareness in remote collaboration over a shared application. - Julien Epps; Benjamin Close (CHI Extended Abstracts, 2007)

Design Discussion of the [braccetto] Research Platform: Supporting Distributed Intensely Collaborating Creative Teams of Teams. - Claudia Schremmer; Alex Krumm-Heller; Rudi Vernik; Julien Epps (HCI (4), 2007)

Time and Frequency Domain Methods for Gene and Exon Prediction in Eukaryotes. - Mahmood Akhtar; Julien Epps; Eliathamby Ambikairajah (ICASSP (2), 2007)

P-Value Segment Selection Technique for Speaker Verification. - Mohaddeseh Nosratighods; Eliathamby Ambikairajah; Julien Epps; Michael J. Carey 002 (ICASSP (4), 2007)

GMM-Based Classification of Genomic Sequences. - Mahmood Akhtar; Eliathamby Ambikairajah; Julien Epps (DSP, 2007)

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

Normalization of Modulation Features for Speaker Recognition. - Tharmarajah Thiruvaran; Eliathamby Ambikairajah; Julien Epps (DSP, 2007)

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

Classifying EEG for Brain-Computer Interface: Learning Optimal Filters for Dynamical System Features. - Le Song; Julien Epps (Comput. Intell. Neurosci., 2007)

Tablet PC and Electronic Whiteboard Use in Signal Processing Education [DSP Education]. - Eliathamby Ambikairajah; Julien Epps; Ming Sheng; Branko G. Celler (IEEE Signal Process. Mag., 2007)

Optimizing period-3 methods for eukaryotic gene prediction. - Mahmood Akhtar; Eliathamby Ambikairajah; Julien Epps (ICASSP, 2008)

A self-directed learning approach to signal processing education. - Eliathamby Ambikairajah; Julien Epps; Samuel J. Freney; Ming Sheng (ICASSP, 2008)

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

Digital Signal Processing Techniques for Gene Finding in Eukaryotes. - Mahmood Akhtar; Eliathamby Ambikairajah; Julien Epps (ICISP, 2008)

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

FM features for automatic forensic speaker recognition. - Tharmarajah Thiruvaran; Eliathamby Ambikairajah; Julien Epps (INTERSPEECH, 2008)

Signal Processing in Sequence Analysis: Advances in Eukaryotic Gene Prediction. - Mahmood Akhtar; Julien Epps; Eliathamby Ambikairajah (IEEE J. Sel. Top. Signal Process., 2008)

A Novel Approach for Automatic Number of Clusters Detection in Microarray Data Based on Consensus Clustering. - Xuan Vinh Nguyen; Julien Epps (BIBE, 2009)

The I4U system in NIST 2008 speaker recognition evaluation. - Haizhou Li 001; Bin Ma 001; Kong-Aik Lee; Hanwu Sun; Donglai Zhu; Khe Chai Sim; Changhuai You; Rong Tong; Ismo Kärkkäinen; Chien-Lin Huang; Vladimir Pervouchine; Wu Guo; et al. (ICASSP, 2009)

Evaluation of a fused FM and cepstral-based speaker recognition system on the NIST 2008 SRE. - Mohaddeseh Nosratighods; Tharmarajah Thiruvaran; Julien Epps; Eliathamby Ambikairajah; Bin Ma 001; Haizhou Li 001 (ICASSP, 2009)

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

Information theoretic measures for clusterings comparison: is a correction for chance necessary? - Xuan Vinh Nguyen; Julien Epps; James Bailey 001 (ICML, 2009)

LS regularization of group delay features for speaker recognition. - Jia Min Karen Kua; Julien Epps; Eliathamby Ambikairajah; Eric H. C. Choi (INTERSPEECH, 2009)

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

Analysis of band structures for speaker-specific information in FM feature extraction. - Tharmarajah Thiruvaran; Eliathamby Ambikairajah; Julien Epps (INTERSPEECH, 2009)

A Hybrid Technique for the Periodicity Characterization of Genomic Sequence Data. - Julien Epps (EURASIP J. Bioinform. Syst. Biol., 2009)

Glottal features for speech-based cognitive load classification. - Tet Fei Yap; Julien Epps; Eric H. C. Choi; Eliathamby Ambikairajah (ICASSP, 2010)

minCEntropy: A Novel Information Theoretic Approach for the Generation of Alternative Clusterings. - Xuan Vinh Nguyen; Julien Epps (ICDM, 2010)

A Study of Voice Source and Vocal Tract Filter Based Features in Cognitive Load Classification. - Phu Ngoc Le; Julien Epps; Eric H. C. Choi; Eliathamby Ambikairajah (ICPR, 2010)

An investigation of formant frequencies for cognitive load classification. - Tet Fei Yap; Julien Epps; Eliathamby Ambikairajah; Eric H. C. Choi (INTERSPEECH, 2010)

Cognitive load classification using formant features. - Tet Fei Yap; Eliathamby Ambikairajah; Julien Epps; Eric H. C. Choi (ISSPA, 2010)

Investigation of Spectral Centroid Magnitude and Frequency for Speaker Recognition. - Jia Min Karen Kua; Tharmarajah Thiruvaran; Mohaddeseh Nosratighods; Eliathamby Ambikairajah; Julien Epps (Odyssey, 2010)

Estimating the Precision of the Likelihood-Ratio Output of a Forensic-Voice-Comparison System. - Geoffrey Stewart Morrison; Tharmarajah Thiruvaran; Julien Epps (Odyssey, 2010)

Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance. - Xuan Vinh Nguyen; Julien Epps; James Bailey 001 (J. Mach. Learn. Res., 2010)

Perceptual speech enhancement exploiting temporal masking properties of human auditory system. - Teddy Surya Gunawan; Eliathamby Ambikairajah; Julien Epps (Speech Commun., 2010)

A segment selection technique for speaker verification. - Mohaddeseh Nosratighods; Eliathamby Ambikairajah; Julien Epps; Michael J. Carey 002 (Speech Commun., 2010)

Spectral EEG featuresfor evaluating cognitive load. - Pega Zarjam; Julien Epps; Fang Chen 001 (EMBC, 2011)

Characterizing working memory load using EEG delta activity. - Pega Zarjam; Julien Epps; Fang Chen 001 (EUSIPCO, 2011)

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

Using clustering comparison measures for speaker recognition. - Jia Min Karen Kua; Julien Epps; Mohaddeseh Nosratighods; Eliathamby Ambikairajah; Eric H. C. Choi (ICASSP, 2011)

Voice source features for cognitive load classification. - Tet Fei Yap; Julien Epps; Eliathamby Ambikairajah; Eric H. C. Choi (ICASSP, 2011)

Measuring Cognitive Workload with Low-Cost Electroencephalograph. - Avi Knoll; Yang Wang 002; Fang Chen 001; Jie Xu 008; Natalie Ruiz; Julien Epps; Pega Zarjam (INTERACT (4), 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)

An Investigation of Depressed Speech Detection: Features and Normalization. - Nicholas Cummins; Julien Epps; Michael Breakspear; Roland Goecke (INTERSPEECH, 2011)

Eye activity as a measure of human mental effort in HCI. - Siyuan Chen 002; Julien Epps; Natalie Ruiz; Fang Chen 001 (IUI, 2011)

Cognitive load evaluation of handwriting using stroke-level features. - Kun Yu 001; Julien Epps; Fang Chen 001 (IUI, 2011)

A comparison of four methods for cognitive load measurement. - Siyuan Chen 002; Julien Epps; Fang Chen 001 (OZCHI, 2011)

Formant Frequencies under Cognitive Load: Effects and Classification. - Tet Fei Yap; Julien Epps; Eliathamby Ambikairajah; Eric H. C. Choi (EURASIP J. Adv. Signal Process., 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)

Characterization of memory load in an arithmetic task using non-linear analysis of EEG signals. - Pega Zarjam; Julien Epps; Nigel H. Lovell; Fang Chen 001 (EMBC, 2012)

From Joyous to Clinically Depressed: Mood Detection Using Spontaneous Speech. - Sharifa Alghowinem; Roland Goecke; Michael Wagner 004; Julien Epps; Michael Breakspear; Gordon Parker (FLAIRS, 2012)

A comparison of periodicity profile methods for sequence analysis. - Manas Bellani; Julien Epps; Gavin A. Huttley (GENSiPS, 2012)

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

A study of automatic phonetic segmentation for forensic voice comparison. - Chee Cheun Huang; Julien Epps (ICASSP, 2012)

Classification of Working Memory Load Using Wavelet Complexity Features of EEG Signals. - Pega Zarjam; Julien Epps; Fang Chen 001; Nigel H. Lovell (ICONIP (2), 2012)

A Comparison of Classification Paradigms for Speaker Likeability Determination. - Nicholas Cummins; Julien Epps; Jia Min Karen Kua (INTERSPEECH, 2012)

Speaker Clustering in Emotion Recognition. - Ni Ding; Julien Epps (INTERSPEECH, 2012)

Characterizing mental load in an arithmetic task using entropy-based features. - Pega Zarjam; Julien Epps; Nigel H. Lovell (ISSPA, 2012)

Emotion and mental state recognition from speech. - Julien Epps; Roddy Cowie; Shrikanth S. Narayanan; Björn W. Schuller; Jianhua Tao 001 (EURASIP J. Adv. Signal Process., 2012)

Multimodal behavior and interaction as indicators of cognitive load. - Fang Chen 001; Natalie Ruiz; Eric H. C. Choi; Julien Epps; M. Asif Khawaja; Ronnie Taib; Bo Yin 002; Yang Wang 002 (ACM Trans. Interact. Intell. Syst., 2012)

An investigation of pupil-based cognitive load measurement with low cost infrared webcam under light reflex interference. - Siyuan Chen 002; Julien Epps; Fang Chen 001 (EMBC, 2013)

Detecting depression: A comparison between spontaneous and read speech. - Sharifa Alghowinem; Roland Goecke; Michael Wagner 004; Julien Epps; Michael Breakspear; Gordon Parker (ICASSP, 2013)

A comparative study of different classifiers for detecting depression from spontaneous speech. - Sharifa Alghowinem; Roland Goecke; Michael Wagner 004; Julien Epps; Tom Gedeon; Michael Breakspear; Gordon Parker (ICASSP, 2013)

Spectro-temporal analysis of speech affected by depression and psychomotor retardation. - Nicholas Cummins; Julien Epps; Eliathamby Ambikairajah (ICASSP, 2013)

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

Mental Workload Classification via Online Writing Features. - Kun Yu 001; Julien Epps; Fang Chen 001 (ICDAR, 2013)

Characterising depressed speech for classification. - Sharifa Alghowinem; Roland Goecke; Michael Wagner 004; Julien Epps; Gordon Parker; Michael Breakspear (INTERSPEECH, 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)

I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification. - Rahim Saeidi; Kong-Aik Lee; Tomi Kinnunen; Tawfik Hasan; Benoit G. B. Fauve; Pierre-Michel Bousquet; Elie Khoury 001; Pablo Luis Sordo Martinez; Jia Min Karen Kua; Changhuai You; Hanwu Sun; Anthony Larcher; et al. (INTERSPEECH, 2013)

Automatic and continuous user task analysis via eye activity. - Siyuan Chen 002; Julien Epps; Fang Chen 001 (IUI, 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)

Separate MAP adaptation of GMM parameters for forensic voice comparison on limited data. - Chee Cheun Huang; Julien Epps; Ewald Enzinger (WIFS, 2013)

Estimating cognitive workload using wavelet entropy-based features during an arithmetic task. - Pega Zarjam; Julien Epps; Fang Chen 001; Nigel H. Lovell (Comput. Biol. Medicine, 2013)

Automatic classification of eye activity for cognitive load measurement with emotion interference. - Siyuan Chen 002; Julien Epps (Comput. Methods Programs Biomed., 2013)

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

Multimodal assistive technologies for depression diagnosis and monitoring. - Jyoti Joshi; Roland Goecke; Sharifa Alghowinem; Abhinav Dhall; Michael Wagner 004; Julien Epps; Gordon Parker; Michael Breakspear (J. Multimodal User Interfaces, 2013)

Blinking: Toward Wearable Computing that Understands your Current Task. - Siyuan Chen 002; Julien Epps (IEEE Pervasive Comput., 2013)

i-Vector with sparse representation classification for speaker verification. - Jia Min Karen Kua; Julien Epps; Eliathamby Ambikairajah (Speech Commun., 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 INTERSPEECH 2014 computational paralinguistics challenge: cognitive & physical load. - Björn W. Schuller; Stefan Steidl; Anton Batliner; Julien Epps; Florian Eyben; Fabien Ringeval; Erik Marchi; Yue Zhang 014 (INTERSPEECH, 2014)

Automatic Assessment of Depression from Speech and Behavioural Signals. - Julien Epps (AVEC@MM, 2014)

Using Task-Induced Pupil Diameter and Blink Rate to Infer Cognitive Load. - Siyuan Chen 002; Julien Epps (Hum. Comput. Interact., 2014)

Efficient and Robust Pupil Size and Blink Estimation From Near-Field Video Sequences for Human-Machine Interaction. - Siyuan Chen 002; Julien Epps (IEEE Trans. Cybern., 2014)

The use of technology in Suicide Prevention. - Mark E. Larsen; Nicholas Cummins; Tjeerd W. Boonstra; Bridianne O'Dea; Joe Tighe; Jennifer Nicholas; Fiona Shand; Julien Epps; Helen Christensen (EMBC, 2015)

Automatic task analysis based on head movement. - Robert Makepeace; Julien Epps (EMBC, 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)

An investigation of emotion change detection from speech. - Zhaocheng Huang; Julien Epps; Eliathamby Ambikairajah (INTERSPEECH, 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)

An investigation of supervector regression for forensic voice comparison on small data. - Chee Cheun Huang; Julien Epps; Tharmarajah Thiruvaran (EURASIP J. Audio Speech Music. Process., 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 review of depression and suicide risk assessment using speech analysis. - Nicholas Cummins; Stefan Scherer; Jarek Krajewski; Sebastian Schnieder; Julien Epps; Thomas F. Quatieri (Speech Commun., 2015)

Voice source under cognitive load: Effects and classification. - Tet Fei Yap; Julien Epps; Eliathamby Ambikairajah; Eric H. C. Choi (Speech Commun., 2015)

Beyond Subjective Self-Rating: EEG Signal Classification of Cognitive Workload. - Pega Zarjam; Julien Epps; Nigel H. Lovell (IEEE Trans. Auton. Ment. Dev., 2015)

Detecting the instant of emotion change from speech using a martingale framework. - Zhaocheng Huang; Julien Epps (ICASSP, 2016)

Cross-Cultural Depression Recognition from Vocal Biomarkers. - Sharifa Alghowinem; Roland Goecke; Julien Epps; Michael Wagner 004; Jeffrey F. Cohn (INTERSPEECH, 2016)

Automatic Classification of Lexical Stress in English and Arabic Languages Using Deep Learning. - Mostafa Ali Shahin; Julien Epps; Beena Ahmed (INTERSPEECH, 2016)

An Investigation of Emotional Speech in Depression Classification. - Brian Stasak; Julien Epps; Nicholas Cummins; Roland Goecke (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)

Pupillary transient responses to within-task cognitive load variation. - Hoe Kin Wong; Julien Epps (Comput. Methods Programs Biomed., 2016)

The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing. - Florian Eyben; Klaus R. Scherer; Björn W. Schuller; Johan Sundberg; Elisabeth André; Carlos Busso; Laurence Y. Devillers; Julien Epps; Petri Laukka; Shrikanth S. Narayanan; Khiet P. Truong (IEEE Trans. Affect. Comput., 2016)

Differential performance of automatic speech-based depression classification across smartphones. - Brian Stasak; Julien Epps (ACII Workshops, 2017)

Analysis of phonetic markedness and gestural effort measures for acoustic speech-based depression classification. - Brian Stasak; Julien Epps; Aaron Lawson (ACII Workshops, 2017)

A PLLR and multi-stage Staircase Regression framework for speech-based emotion prediction. - Zhaocheng Huang; Julien Epps (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 Crowd Speech for Room Occupancy Estimation. - Siyuan Chen 002; Julien Epps; Eliathamby Ambikairajah; Phu Ngoc Le (INTERSPEECH, 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)

An Investigation of Emotion Dynamics and Kalman Filtering for Speech-Based Emotion Prediction. - Zhaocheng Huang; Julien Epps (INTERSPEECH, 2017)

Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect. - Brian Stasak; Julien Epps; Roland Goecke (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)

Facilitating online casual interactions and creating a community of learning in a first-year electrical engineering course. - Georgios Konstantinou; Julien Epps (TALE, 2017)

Variational Autoencoders for Learning Latent Representations of Speech Emotion. - Siddique Latif; Rajib Rana; Junaid Qadir 001; Julien Epps (CoRR, 2017)

Multimodal assessment of depression from behavioral signals. - Jeffrey F. Cohn; Nicholas Cummins; Julien Epps; Roland Goecke; Jyoti Joshi; Stefan Scherer (The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2), 2018)

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

Detection of Replay-Spoofing Attacks Using Frequency Modulation Features. - Tharshini Gunendradasan; Buddhi Wickramasinghe; Phu Ngoc Le; Eliathamby Ambikairajah; Julien Epps (INTERSPEECH, 2018)

Depression Detection from Short Utterances via Diverse Smartphones in Natural Environmental Conditions. - Zhaocheng Huang; Julien Epps; Dale Joachim; Michael Chen (INTERSPEECH, 2018)

Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study. - Siddique Latif; Rajib Rana; Junaid Qadir 001; Julien Epps (INTERSPEECH, 2018)

Transfer Learning for Improving Speech Emotion Classification Accuracy. - Siddique Latif; Rajib Rana; Shahzad Younis; Junaid Qadir 001; Julien Epps (INTERSPEECH, 2018)

Frequency Domain Linear Prediction Features for Replay Spoofing Attack Detection. - Buddhi Wickramasinghe; Saad Irtza; Eliathamby Ambikairajah; Julien Epps (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)

A Novel Framework for Distress Detection through an Automated Speech Processing System. - Rajib Rana; Raj Gururajan; Geraldine Mackenzie; Jeff Dunn; Anthony Gray; Xujuan Zhou; Prabal Datta Barua; Julien Epps; Gerald Michael Humphris (WI, 2018)

Cross Corpus Speech Emotion Classification- An Effective Transfer Learning Technique. - Siddique Latif; Rajib Rana; Shahzad Younis; Junaid Qadir 001; Julien Epps (CoRR, 2018)

Prediction of Emotion Change From Speech. - Zhaocheng Huang; Julien Epps (Frontiers ICT, 2018)

Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors. - Sharifa Alghowinem; Roland Goecke; Michael Wagner 004; Julien Epps; Matthew Hyett; Gordon Parker; Michael Breakspear (IEEE Trans. Affect. Comput., 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)

Wearable Facial Action Unit Classification from Near-field Infrared Eye Images using Deformable Models. - Hang Li; Siyuan Chen 002; Julien Epps (ACII Workshops, 2019)

Transmission Line Cochlear Model Based AM-FM Features for Replay Attack Detection. - Tharshini Gunendradasan; Saad Irtza; Eliathamby Ambikairajah; Julien Epps (ICASSP, 2019)

Speech Landmark Bigrams for Depression Detection from Naturalistic Smartphone Speech. - Zhaocheng Huang; Julien Epps; Dale Joachim (ICASSP, 2019)

Evaluation Measures for Depression Prediction and Affective Computing. - Sadari Jayawardena; Julien Epps; 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)

An Adaptive-Q Cochlear Model for Replay Spoofing Detection. - Tharshini Gunendradasan; Eliathamby Ambikairajah; Julien Epps; Haizhou Li 001 (INTERSPEECH, 2019)

Direct Modelling of Speech Emotion from Raw Speech. - Siddique Latif; Rajib Rana; Sara Khalifa; Raja Jurdak; Julien Epps (INTERSPEECH, 2019)

Biologically Inspired Adaptive-Q Filterbanks for Replay Spoofing Attack Detection. - Buddhi Wickramasinghe; Eliathamby Ambikairajah; Julien Epps (INTERSPEECH, 2019)

Automatic Screening Of Children With Speech Sound Disorders Using Paralinguistic Features. - Mostafa Ali Shahin; Beena Ahmed; Daniel V. Smith; Andreas Duenser; Julien Epps (MLSP, 2019)

Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion. - Rajib Rana; Siddique Latif; Sara Khalifa; Raja Jurdak; Julien Epps (CoRR, 2019)

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

An investigation of linguistic stress and articulatory vowel characteristics for automatic depression classification. - Brian Stasak; Julien Epps; Roland Goecke (Comput. Speech Lang., 2019)

Eyelid and Pupil Landmark Detection and Blink Estimation Based on Deformable Shape Models for Near-Field Infrared Video. - Siyuan Chen 002; Julien Epps (Frontiers ICT, 2019)

Automatic depression classification based on affective read sentences: Opportunities for text-dependent analysis. - Brian Stasak; Julien Epps; Roland Goecke (Speech Commun., 2019)

Automatic Pupillary Light Reflex Detection in Eyewear Computing. - Hoe Kin Wong; Julien Epps; Siyuan Chen 002 (IEEE Trans. Cogn. Dev. Syst., 2019)

Atomic Head Movement Analysis for Wearable Four-Dimensional Task Load Recognition. - Siyuan Chen 002; Julien Epps (IEEE J. Biomed. Health Informatics, 2019)

Exploiting Vocal Tract Coordination Using Dilated CNNS For Depression Detection In Naturalistic Environments. - Zhaocheng Huang; Julien Epps; Dale Joachim (ICASSP, 2020)

Multimodal Event-based Task Load Estimation from Wearables. - Siyuan Chen 002; Julien Epps (IJCNN, 2020)

Domain Adaptation for Enhancing Speech-Based Depression Detection in Natural Environmental Conditions Using Dilated CNNs. - Zhaocheng Huang; Julien Epps; Dale Joachim; Brian Stasak; James R. Williamson; Thomas F. Quatieri (INTERSPEECH, 2020)

How Ordinal Are Your Data? - Sadari Jayawardena; Julien Epps; Zhaocheng Huang (INTERSPEECH, 2020)

Augmenting Turn-Taking Prediction with Wearable Eye Activity During Conversation. - Hang Li; Siyuan Chen 002; Julien Epps (INTERSPEECH, 2020)

Investigating Light-ResNet Architecture for Spoofing Detection Under Mismatched Conditions. - Prasanth Parasu; Julien Epps; Kaavya Sriskandaraja; Gajan Suthokumar (INTERSPEECH, 2020)

UNSW System Description for the Shared Task on Automatic Speech Recognition for Non-Native Children's Speech. - Mostafa Ali Shahin; Renée Lu; Julien Epps; Beena Ahmed (INTERSPEECH, 2020)

Think before you speak: An investigation of eye activity patterns during conversations using eyewear. - Hang Li; Julien Epps; Siyuan Chen 002 (Int. J. Hum. Comput. Stud., 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)

An Investigation of Partition-Based and Phonetically-Aware Acoustic Features for Continuous Emotion Prediction from Speech. - Zhaocheng Huang; Julien Epps (IEEE Trans. Affect. Comput., 2020)

A Comparison of Methods for Mitigating Within-Task Luminance Change for Eyewear-Based Cognitive Load Measurement. - Hoe Kin Wong; Julien Epps; Siyuan Chen 002 (IEEE Trans. Cogn. Dev. Syst., 2020)

Multimodal Coordination Measures to Understand Users and Tasks. - Siyuan Chen 002; Julien Epps (ACM Trans. Comput. Hum. Interact., 2020)

Depression Classification Using n-Gram Speech Errors from Manual and Automatic Stroop Color Test Transcripts. - Brian Stasak; Zhaocheng Huang; Julien Epps; Dale Joachim (EMBC, 2021)

Automatic Elicitation Compliance for Short-Duration Speech Based Depression Detection. - Brian Stasak; Zhaocheng Huang; Dale Joachim; Julien Epps (ICASSP, 2021)

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)

What Does The Eye Best Tell? An Investigation of Eye Activity for Emotion, Cognitive load and Task Transition Recognition. - Siyuan Chen 002; Julien Epps (SMC, 2021)

Wearable Fatigue Detection Based on Blink-Saccade Synchronisation. - Colin Lam; Julien Epps; Siyuan Chen 002 (SMC, 2021)

An Investigation of Automatic Saccade and Fixation Detection from Wearable Infrared Cameras. - Zishan Wang; Julien Epps; Siyuan Chen 002 (SMC, 2021)

Automatic Detection of COVID-19 Based on Short-Duration Acoustic Smartphone Speech Analysis. - Brian Stasak; Zhaocheng Huang; Sabah Razavi; Dale Joachim; Julien Epps (J. Heal. Informatics Res., 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)

Read speech voice quality and disfluency in individuals with recent suicidal ideation or suicide attempt. - Brian Stasak; Julien Epps; Heather T. Schatten; Ivan W. Miller; Emily Mower Provost; Michael F. Armey (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)

Task Load Estimation from Multimodal Head-Worn Sensors Using Event Sequence Features. - Siyuan Chen 002; Julien Epps (IEEE Trans. Affect. Comput., 2021)

Speaker- and Age-Invariant Training for Child Acoustic Modeling Using Adversarial Multi-Task Learning. - Mostafa Ali Shahin; Beena Ahmed; Julien Epps (CoRR, 2022)

Breaking Age Barriers With Automatic Voice-Based Depression Detection. - Brian Stasak; Dale Joachim; Julien Epps (IEEE Pervasive Comput., 2022)

Investigation of Speech Landmark Patterns for Depression Detection. - Zhaocheng Huang; Julien Epps; Dale Joachim (IEEE Trans. Affect. Comput., 2022)

Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition. - Siddique Latif; Rajib Rana; Sara Khalifa; Raja Jurdak; Julien Epps; Björn W. Schuller (IEEE Trans. Affect. Comput., 2022)

Recognizing Conversational State from the Eye Using Wearable Eyewear. - Siyuan Chen 002; Julien Epps (ACII, 2023)

A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis. - Siyuan Chen 002; Julien Epps (IEEE Trans. Affect. Comput., 2023)

Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction. - Sadari Jayawardena; Julien Epps; Eliathamby Ambikairajah (IEEE Trans. Affect. Comput., 2023)

IREYE4TASK. - Siyuan Chen 002; Julien Epps (IEEE DataPort, 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)

Evaluation of Event-Based and Timing Features from Head Movement and Eye Activity for Wearable Task Transition Detection. - Anda Ouyang; Siyuan Chen 002; Julien Epps (ABC, 2024)

When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection. - Xiangyu Zhang; Hexin Liu; Kaishuai Xu; Qiquan Zhang; Daijiao Liu; Beena Ahmed; Julien Epps (EMNLP, 2024)

Affective Computing for Mobile Technologies. - Jessica R. Cauchard; Julien Epps; Jorge Gonçalves 001; Jonna Häkkilä; Viviane Herdel; Monica Perusquía-Hernández (MobileHCI (Companion), 2024)

Wearable Sensing for Longitudinal Automatic Task Analysis. - Julien Epps (MRAC@MM, 2024)

Mamba in Speech: Towards an Alternative to Self-Attention. - Xiangyu Zhang; Qiquan Zhang; Hexin Liu; Tianyi Xiao; Xinyuan Qian 001; Beena Ahmed; Eliathamby Ambikairajah; Haizhou Li 001; Julien Epps (CoRR, 2024)

SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information. - Xiangyu Zhang; Hexin Liu; Qiquan Zhang; Beena Ahmed; Julien Epps (ACL (Findings), 2025)

Rethinking Mamba in Speech Processing by Self-Supervised Models. - Xiangyu Zhang; Jianbo Ma; Mostafa Shahin; Beena Ahmed; Julien Epps (ICASSP, 2025)

Phonological level wav2vec2-based Mispronunciation Detection and Diagnosis method. - Mostafa Ali Shahin; Julien Epps; Beena Ahmed (Speech Commun., 2025)

Eye Action Units as Combinations of Discrete Eye Behaviors for Wearable Mental State Analysis. - Siyuan Chen 002; Julien Epps (IEEE Trans. Affect. Comput., 2025)

Zero-Shot Cognitive Impairment Detection from Speech Using AudioLLM. - Mostafa Ali Shahin; Beena Ahmed; Julien Epps (CoRR, 2025)