Julien Epps
Orcid: 0000-0001-6624-5551
According to our database1,
Julien Epps
authored at least 204 papers
between 1997 and 2024.
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Bibliography
2024
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection.
CoRR, 2024
2023
Speech Commun., October, 2023
Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction.
IEEE Trans. Affect. Comput., 2023
A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis.
IEEE Trans. Affect. Comput., 2023
CoRR, 2023
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023
2022
IEEE Trans. Affect. Comput., 2022
IEEE Trans. Affect. Comput., 2022
IEEE Pervasive Comput., 2022
Speaker- and Age-Invariant Training for Child Acoustic Modeling Using Adversarial Multi-Task Learning.
CoRR, 2022
2021
Task Load Estimation from Multimodal Head-Worn Sensors Using Event Sequence Features.
IEEE Trans. Affect. Comput., 2021
Teaching Signal Processing Through Frequent and Diverse Design: A Pedagogical Approach.
IEEE Signal Process. Mag., 2021
Read speech voice quality and disfluency in individuals with recent suicidal ideation or suicide attempt.
Speech Commun., 2021
An adaptive transmission line cochlear model based front-end for replay attack detection.
Speech Commun., 2021
Automatic Detection of COVID-19 Based on Short-Duration Acoustic Smartphone Speech Analysis.
J. Heal. Informatics Res., 2021
An Investigation of Automatic Saccade and Fixation Detection from Wearable Infrared Cameras.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
What Does The Eye Best Tell? An Investigation of Eye Activity for Emotion, Cognitive load and Task Transition Recognition.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
AusKidTalk: An Auditory-Visual Corpus of 3- to 12-Year-Old Australian Children's Speech.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Automatic Elicitation Compliance for Short-Duration Speech Based Depression Detection.
Proceedings of the IEEE International Conference on Acoustics, 2021
Depression Classification Using n-Gram Speech Errors from Manual and Automatic Stroop Color Test Transcripts.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
ACM Trans. Comput. Hum. Interact., 2020
A Comparison of Methods for Mitigating Within-Task Luminance Change for Eyewear-Based Cognitive Load Measurement.
IEEE Trans. Cogn. Dev. Syst., 2020
An Investigation of Partition-Based and Phonetically-Aware Acoustic Features for Continuous Emotion Prediction from Speech.
IEEE Trans. Affect. Comput., 2020
Generalized Two-Stage Rank Regression Framework for Depression Score Prediction from Speech.
IEEE Trans. Affect. Comput., 2020
Natural Language Processing Methods for Acoustic and Landmark Event-Based Features in Speech-Based Depression Detection.
IEEE J. Sel. Top. Signal Process., 2020
Think before you speak: An investigation of eye activity patterns during conversations using eyewear.
Int. J. Hum. Comput. Stud., 2020
UNSW System Description for the Shared Task on Automatic Speech Recognition for Non-Native Children's Speech.
Proceedings of the Interspeech 2020, 2020
Investigating Light-ResNet Architecture for Spoofing Detection Under Mismatched Conditions.
Proceedings of the Interspeech 2020, 2020
Proceedings of the Interspeech 2020, 2020
Domain Adaptation for Enhancing Speech-Based Depression Detection in Natural Environmental Conditions Using Dilated CNNs.
Proceedings of the Interspeech 2020, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Exploiting Vocal Tract Coordination Using Dilated CNNS For Depression Detection In Naturalistic Environments.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
IEEE Trans. Cogn. Dev. Syst., 2019
Automatic depression classification based on affective read sentences: Opportunities for text-dependent analysis.
Speech Commun., 2019
Eyelid and Pupil Landmark Detection and Blink Estimation Based on Deformable Shape Models for Near-Field Infrared Video.
Frontiers ICT, 2019
An investigation of linguistic stress and articulatory vowel characteristics for automatic depression classification.
Comput. Speech Lang., 2019
Automatic Screening Of Children With Speech Sound Disorders Using Paralinguistic Features.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Proceedings of the Interspeech 2019, 2019
Proceedings of the Interspeech 2019, 2019
Proceedings of the Interspeech 2019, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Speech Landmark Bigrams for Depression Detection from Naturalistic Smartphone Speech.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Wearable Facial Action Unit Classification from Near-field Infrared Eye Images using Deformable Models.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019
Using Gaussian Processes with LSTM Neural Networks to Predict Continuous-Time, Dimensional Emotion in Ambiguous Speech.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
2018
Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors.
IEEE Trans. Affect. Comput., 2018
Cross Corpus Speech Emotion Classification- An Effective Transfer Learning Technique.
CoRR, 2018
A Novel Framework for Distress Detection through an Automated Speech Processing System.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 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.
Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018
Proceedings of the Interspeech 2018, 2018
Proceedings of the Interspeech 2018, 2018
Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study.
Proceedings of the Interspeech 2018, 2018
Depression Detection from Short Utterances via Diverse Smartphones in Natural Environmental Conditions.
Proceedings of the Interspeech 2018, 2018
Proceedings of the Interspeech 2018, 2018
Demonstrating and Modelling Systematic Time-varying Annotator Disagreement in Continuous Emotion Annotation.
Proceedings of the Interspeech 2018, 2018
Proceedings of the Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations, 2018
2017
CoRR, 2017
Facilitating online casual interactions and creating a community of learning in a first-year electrical engineering course.
Proceedings of the IEEE 6th International Conference on Teaching, 2017
Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017.
Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, Mountain View, CA, USA, October 23, 2017
Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect.
Proceedings of the Interspeech 2017, 2017
An Investigation of Emotion Dynamics and Kalman Filtering for Speech-Based Emotion Prediction.
Proceedings of the Interspeech 2017, 2017
Proceedings of the Interspeech 2017, 2017
An Investigation of Emotion Prediction Uncertainty Using Gaussian Mixture Regression.
Proceedings of the Interspeech 2017, 2017
Proceedings of the Interspeech 2017, 2017
Gaussian Process Regression for Continuous Emotion Recognition with Global Temporal Invariance.
Proceedings of the 1st IJCAI Workshop on Artificial Intelligence in Affective Computing (AffComp 2017), 2017
A PLLR and multi-stage Staircase Regression framework for speech-based emotion prediction.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Analysis of phonetic markedness and gestural effort measures for acoustic speech-based depression classification.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017
Differential performance of automatic speech-based depression classification across smartphones.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017
2016
The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing.
IEEE Trans. Affect. Comput., 2016
Comput. Methods Programs Biomed., 2016
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016
Proceedings of the Interspeech 2016, 2016
Automatic Classification of Lexical Stress in English and Arabic Languages Using Deep Learning.
Proceedings of the Interspeech 2016, 2016
Proceedings of the Interspeech 2016, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
IEEE Trans. Auton. Ment. Dev., 2015
Speech Commun., 2015
Speech Commun., 2015
An investigation of supervector regression for forensic voice comparison on small data.
EURASIP J. Audio Speech Music. Process., 2015
An Investigation of Annotation Delay Compensation and Output-Associative Fusion for Multimodal Continuous Emotion Prediction.
Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, 2015
Twitter: A New Online Source of Automatically Tagged Data for Conversational Speech Emotion Recognition.
Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, 2015
Proceedings of the INTERSPEECH 2015, 2015
Proceedings of the INTERSPEECH 2015, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Efficient and Robust Pupil Size and Blink Estimation From Near-Field Video Sequences for Human-Machine Interaction.
IEEE Trans. Cybern., 2014
Hum. Comput. Interact., 2014
Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, 2014
The INTERSPEECH 2014 computational paralinguistics challenge: cognitive & physical load.
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the INTERSPEECH 2014, 2014
Variability compensation in small data: Oversampled extraction of i-vectors for the classification of depressed speech.
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Speech Commun., 2013
IEEE Pervasive Comput., 2013
J. Multimodal User Interfaces, 2013
EURASIP J. Audio Speech Music. Process., 2013
Automatic classification of eye activity for cognitive load measurement with emotion interference.
Comput. Methods Programs Biomed., 2013
Estimating cognitive workload using wavelet entropy-based features during an arithmetic task.
Comput. Biol. Medicine, 2013
Separate MAP adaptation of GMM parameters for forensic voice comparison on limited data.
Proceedings of the 2013 IEEE International Workshop on Information Forensics and Security, 2013
Proceedings of the 3rd ACM international workshop on Audio/visual emotion challenge, 2013
Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013
I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification.
Proceedings of the INTERSPEECH 2013, 2013
GMM based speaker variability compensated system for interspeech 2013 compare emotion challenge.
Proceedings of the INTERSPEECH 2013, 2013
Proceedings of the INTERSPEECH 2013, 2013
Proceedings of the INTERSPEECH 2013, 2013
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Spectro-temporal analysis of speech affected by depression and psychomotor retardation.
Proceedings of the IEEE International Conference on Acoustics, 2013
A comparative study of different classifiers for detecting depression from spontaneous speech.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
An investigation of pupil-based cognitive load measurement with low cost infrared webcam under light reflex interference.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
ACM Trans. Interact. Intell. Syst., 2012
EURASIP J. Adv. Signal Process., 2012
Proceedings of the 11th International Conference on Information Science, 2012
Proceedings of the INTERSPEECH 2012, 2012
Classification of Working Memory Load Using Wavelet Complexity Features of EEG Signals.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, 2012
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012
Characterization of memory load in an arithmetic task using non-linear analysis of EEG signals.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Speech Commun., 2011
EURASIP J. Adv. Signal Process., 2011
Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction, OzCHI '11, Canberra, Australia, November 28, 2011
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011
Proceedings of the INTERSPEECH 2011, 2011
Building an Audio-Visual Corpus of Australian English: Large Corpus Collection with an Economical Portable and Replicable Black Box.
Proceedings of the INTERSPEECH 2011, 2011
Proceedings of the Human-Computer Interaction - INTERACT 2011, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 19th European Signal Processing Conference, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Perceptual speech enhancement exploiting temporal masking properties of human auditory system.
Speech Commun., 2010
Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance.
J. Mach. Learn. Res., 2010
Estimating the Precision of the Likelihood-Ratio Output of a Forensic-Voice-Comparison System.
Proceedings of the Odyssey 2010: The Speaker and Language Recognition Workshop, Brno, Czech Republic, June 28, 2010
Proceedings of the Odyssey 2010: The Speaker and Language Recognition Workshop, Brno, Czech Republic, June 28, 2010
Proceedings of the 10th International Conference on Information Sciences, 2010
Proceedings of the INTERSPEECH 2010, 2010
A Study of Voice Source and Vocal Tract Filter Based Features in Cognitive Load Classification.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
minCEntropy: A Novel Information Theoretic Approach for the Generation of Alternative Clusterings.
Proceedings of the ICDM 2010, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
EURASIP J. Bioinform. Syst. Biol., 2009
Analysis of band structures for speaker-specific information in FM feature extraction.
Proceedings of the INTERSPEECH 2009, 2009
Proceedings of the INTERSPEECH 2009, 2009
Proceedings of the INTERSPEECH 2009, 2009
Information theoretic measures for clusterings comparison: is a correction for chance necessary?
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Speaker dependency of spectral features and speech production cues for automatic emotion classification.
Proceedings of the IEEE International Conference on Acoustics, 2009
Evaluation of a fused FM and cepstral-based speaker recognition system on the NIST 2008 SRE.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
A Novel Approach for Automatic Number of Clusters Detection in Microarray Data Based on Consensus Clustering.
Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009
2008
IEEE J. Sel. Top. Signal Process., 2008
Proceedings of the INTERSPEECH 2008, 2008
Proceedings of the INTERSPEECH 2008, 2008
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008
Empirical mode decomposition based weighted frequency feature for speech-based emotion classification.
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Tablet PC and Electronic Whiteboard Use in Signal Processing Education [DSP Education].
IEEE Signal Process. Mag., 2007
Classifying EEG for Brain-Computer Interface: Learning Optimal Filters for Dynamical System Features.
Comput. Intell. Neurosci., 2007
Proceedings of the INTERSPEECH 2007, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Design Discussion of the [braccetto] Research Platform: Supporting Distributed Intensely Collaborating Creative Teams of Teams.
Proceedings of the Human-Computer Interaction. HCI Applications and Services, 2007
Proceedings of the Extended Abstracts Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007
2006
Proceedings of the First IEEE International Workshop on Horizontal Interactive Human-Computer Systems (Tabletop 2006), 2006
Proceedings of the Pattern Recognition in Bioinformatics, International Workshop, 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Classifying EEG for brain-computer interfaces: learning optimal filters for dynamical system features.
Proceedings of the Machine Learning, 2006
Proceedings of the 13th IEEE International Conference on Electronics, 2006
Improving Separability of Eeg Signals During Motor Imagery With An Efficient Circular Laplacian.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006
2005
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005
Analysis of an MFCC-based audio indexing system for efficient coding of multimedia sources.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005
A new approach to variable frame rate front-end processing for robust speech recognition.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005
An energy search approach to variable frame rate front-end processing for robust ASR.
Proceedings of the INTERSPEECH 2005, 2005
A study of manual gesture-based selection for the PEMMI multimodal transport management interface.
Proceedings of the 7th International Conference on Multimodal Interfaces, 2005
Experiences with an electronic whiteboard teaching laboratory and tablet PC based lecture presentations [DSP courses].
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the Asia-Pacific Symposium on Information Visualisation, 2005
2004
2003
Decomposition of speech into voiced and unvoiced components based on a state-space signal model.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2001
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
1998
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998
1997
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997