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Julien Epps
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2020 – today
- 2024
- [c148]Anda Ouyang, Siyuan Chen, Julien Epps:
Evaluation of Event-Based and Timing Features from Head Movement and Eye Activity for Wearable Task Transition Detection. ABC 2024: 1-10 - [c147]Jessica R. Cauchard, Julien Epps, Jorge Goncalves, Jonna Häkkilä, Viviane Herdel, Monica Perusquía-Hernández:
Affective Computing for Mobile Technologies. MobileHCI (Companion) 2024: 30:1-30:5 - [c146]Julien Epps:
Wearable Sensing for Longitudinal Automatic Task Analysis. MRAC@MM 2024: 7 - [i9]Xiangyu Zhang, Hexin Liu, Kaishuai Xu, Qiquan Zhang, Daijiao Liu, Beena Ahmed, Julien Epps:
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection. CoRR abs/2402.13276 (2024) - [i8]Xiangyu Zhang, Qiquan Zhang, Hexin Liu, Tianyi Xiao, Xinyuan Qian, Beena Ahmed, Eliathamby Ambikairajah, Haizhou Li, Julien Epps:
Mamba in Speech: Towards an Alternative to Self-Attention. CoRR abs/2405.12609 (2024) - 2023
- [j50]Buddhi Wickramasinghe, Eliathamby Ambikairajah, Vidhyasaharan Sethu, Julien Epps, Haizhou Li, Ting Dang:
DNN controlled adaptive front-end for replay attack detection systems. Speech Commun. 154: 102973 (2023) - [j49]Sadari Jayawardena, Julien Epps, Eliathamby Ambikairajah:
Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction. IEEE Trans. Affect. Comput. 14(1): 563-577 (2023) - [j48]Siyuan Chen, Julien Epps:
A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis. IEEE Trans. Affect. Comput. 14(4): 3078-3093 (2023) - [c145]Siyuan Chen, Julien Epps:
Recognizing Conversational State from the Eye Using Wearable Eyewear. ACII 2023: 1-8 - [d1]Siyuan Chen, Julien Epps:
IREYE4TASK. IEEE DataPort, 2023 - [i7]Mostafa Ali Shahin, Julien Epps, Beena Ahmed:
Phonological Level wav2vec2-based Mispronunciation Detection and Diagnosis Method. CoRR abs/2311.07037 (2023) - 2022
- [j47]Brian Stasak, Dale Joachim, Julien Epps:
Breaking Age Barriers With Automatic Voice-Based Depression Detection. IEEE Pervasive Comput. 21(2): 10-19 (2022) - [j46]Zhaocheng Huang, Julien Epps, Dale Joachim:
Investigation of Speech Landmark Patterns for Depression Detection. IEEE Trans. Affect. Comput. 13(2): 666-679 (2022) - [j45]Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps, Björn W. Schuller:
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition. IEEE Trans. Affect. Comput. 13(2): 992-1004 (2022) - [i6]Mostafa Ali Shahin, Beena Ahmed, Julien Epps:
Speaker- and Age-Invariant Training for Child Acoustic Modeling Using Adversarial Multi-Task Learning. CoRR abs/2210.10231 (2022) - 2021
- [j44]Brian Stasak, Zhaocheng Huang, Sabah Razavi, Dale Joachim, Julien Epps:
Automatic Detection of COVID-19 Based on Short-Duration Acoustic Smartphone Speech Analysis. J. Heal. Informatics Res. 5(2): 201-217 (2021) - [j43]Brian Stasak, Julien Epps, Heather T. Schatten, Ivan W. Miller, Emily Mower Provost, Michael F. Armey:
Read speech voice quality and disfluency in individuals with recent suicidal ideation or suicide attempt. Speech Commun. 132: 10-20 (2021) - [j42]Tharshini Gunendradasan, Eliathamby Ambikairajah, Julien Epps, Vidhyasaharan Sethu, Haizhou Li:
An adaptive transmission line cochlear model based front-end for replay attack detection. Speech Commun. 132: 114-122 (2021) - [j41]Elias Aboutanios, Vidhyasaharan Sethu, Eliathamby Ambikairajah, David S. Taubman, Julien Epps:
Teaching Signal Processing Through Frequent and Diverse Design: A Pedagogical Approach. IEEE Signal Process. Mag. 38(3): 133-143 (2021) - [j40]Siyuan Chen, Julien Epps:
Task Load Estimation from Multimodal Head-Worn Sensors Using Event Sequence Features. IEEE Trans. Affect. Comput. 12(3): 622-635 (2021) - [c144]Brian Stasak, Zhaocheng Huang, Julien Epps, Dale Joachim:
Depression Classification Using n-Gram Speech Errors from Manual and Automatic Stroop Color Test Transcripts. EMBC 2021: 1631-1635 - [c143]Brian Stasak, Zhaocheng Huang, Dale Joachim, Julien Epps:
Automatic Elicitation Compliance for Short-Duration Speech Based Depression Detection. ICASSP 2021: 7283-7287 - [c142]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, Chloé Diskin-Holdaway, Mostafa Ali Shahin, Vidhyasaharan Sethu, Julien Epps, Chwee Beng Lee, Eliathamby Ambikairajah:
AusKidTalk: An Auditory-Visual Corpus of 3- to 12-Year-Old Australian Children's Speech. Interspeech 2021: 3680-3684 - [c141]Colin Lam, Julien Epps, Siyuan Chen:
Wearable Fatigue Detection Based on Blink-Saccade Synchronisation. SMC 2021: 1186-1191 - [c140]Zishan Wang, Julien Epps, Siyuan Chen:
An Investigation of Automatic Saccade and Fixation Detection from Wearable Infrared Cameras. SMC 2021: 2250-2257 - [c139]Siyuan Chen, Julien Epps:
What Does The Eye Best Tell? An Investigation of Eye Activity for Emotion, Cognitive load and Task Transition Recognition. SMC 2021: 2258-2265 - 2020
- [j39]Hang Li, Julien Epps, Siyuan Chen:
Think before you speak: An investigation of eye activity patterns during conversations using eyewear. Int. J. Hum. Comput. Stud. 143: 102468 (2020) - [j38]Zhaocheng Huang, Julien Epps, Dale Joachim, Vidhyasaharan Sethu:
Natural Language Processing Methods for Acoustic and Landmark Event-Based Features in Speech-Based Depression Detection. IEEE J. Sel. Top. Signal Process. 14(2): 435-448 (2020) - [j37]Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, James R. Williamson, Thomas F. Quatieri, Jarek Krajewski:
Generalized Two-Stage Rank Regression Framework for Depression Score Prediction from Speech. IEEE Trans. Affect. Comput. 11(2): 272-283 (2020) - [j36]Zhaocheng Huang, Julien Epps:
An Investigation of Partition-Based and Phonetically-Aware Acoustic Features for Continuous Emotion Prediction from Speech. IEEE Trans. Affect. Comput. 11(4): 653-668 (2020) - [j35]Hoe Kin Wong, Julien Epps, Siyuan Chen:
A Comparison of Methods for Mitigating Within-Task Luminance Change for Eyewear-Based Cognitive Load Measurement. IEEE Trans. Cogn. Dev. Syst. 12(4): 681-694 (2020) - [j34]Siyuan Chen, Julien Epps:
Multimodal Coordination Measures to Understand Users and Tasks. ACM Trans. Comput. Hum. Interact. 27(6): 42:1-42:26 (2020) - [c138]Zhaocheng Huang, Julien Epps, Dale Joachim:
Exploiting Vocal Tract Coordination Using Dilated CNNS For Depression Detection In Naturalistic Environments. ICASSP 2020: 6549-6553 - [c137]Siyuan Chen, Julien Epps:
Multimodal Event-based Task Load Estimation from Wearables. IJCNN 2020: 1-9 - [c136]Mostafa Ali Shahin, Renée Lu, Julien Epps, Beena Ahmed:
UNSW System Description for the Shared Task on Automatic Speech Recognition for Non-Native Children's Speech. INTERSPEECH 2020: 265-268 - [c135]Hang Li, Siyuan Chen, Julien Epps:
Augmenting Turn-Taking Prediction with Wearable Eye Activity During Conversation. INTERSPEECH 2020: 676-680 - [c134]Prasanth Parasu, Julien Epps, Kaavya Sriskandaraja, Gajan Suthokumar:
Investigating Light-ResNet Architecture for Spoofing Detection Under Mismatched Conditions. INTERSPEECH 2020: 1111-1115 - [c133]Sadari Jayawardena, Julien Epps, Zhaocheng Huang:
How Ordinal Are Your Data? INTERSPEECH 2020: 1853-1857 - [c132]Zhaocheng Huang, Julien Epps, Dale Joachim, Brian Stasak, James R. Williamson, Thomas F. Quatieri:
Domain Adaptation for Enhancing Speech-Based Depression Detection in Natural Environmental Conditions Using Dilated CNNs. INTERSPEECH 2020: 4561-4565
2010 – 2019
- 2019
- [j33]Brian Stasak, Julien Epps, Roland Goecke:
An investigation of linguistic stress and articulatory vowel characteristics for automatic depression classification. Comput. Speech Lang. 53: 140-155 (2019) - [j32]Siyuan Chen, Julien Epps:
Eyelid and Pupil Landmark Detection and Blink Estimation Based on Deformable Shape Models for Near-Field Infrared Video. Frontiers ICT 6: 18 (2019) - [j31]Brian Stasak, Julien Epps, Roland Goecke:
Automatic depression classification based on affective read sentences: Opportunities for text-dependent analysis. Speech Commun. 115: 1-14 (2019) - [j30]Hoe Kin Wong, Julien Epps, Siyuan Chen:
Automatic Pupillary Light Reflex Detection in Eyewear Computing. IEEE Trans. Cogn. Dev. Syst. 11(4): 560-572 (2019) - [j29]Siyuan Chen, Julien Epps:
Atomic Head Movement Analysis for Wearable Four-Dimensional Task Load Recognition. IEEE J. Biomed. Health Informatics 23(6): 2464-2474 (2019) - [c131]Hang Li, Siyuan Chen, Julien Epps:
Wearable Facial Action Unit Classification from Near-field Infrared Eye Images using Deformable Models. ACII Workshops 2019: 343-349 - [c130]Mia Atcheson, Vidhyasaharan Sethu, Julien Epps:
Using Gaussian Processes with LSTM Neural Networks to Predict Continuous-Time, Dimensional Emotion in Ambiguous Speech. ACII 2019: 718-724 - [c129]Zhaocheng Huang, Julien Epps, Dale Joachim:
Speech Landmark Bigrams for Depression Detection from Naturalistic Smartphone Speech. ICASSP 2019: 5856-5860 - [c128]Buddhi Wickramasinghe, Eliathamby Ambikairajah, Julien Epps, Vidhyasaharan Sethu, Haizhou Li:
Auditory Inspired Spatial Differentiation for Replay Spoofing Attack Detection. ICASSP 2019: 6011-6015 - [c127]Tharshini Gunendradasan, Saad Irtza, Eliathamby Ambikairajah, Julien Epps:
Transmission Line Cochlear Model Based AM-FM Features for Replay Attack Detection. ICASSP 2019: 6136-6140 - [c126]Sadari Jayawardena, Julien Epps, Eliathamby Ambikairajah:
Evaluation Measures for Depression Prediction and Affective Computing. ICASSP 2019: 6610-6614 - [c125]Tharshini Gunendradasan, Eliathamby Ambikairajah, Julien Epps, Haizhou Li:
An Adaptive-Q Cochlear Model for Replay Spoofing Detection. INTERSPEECH 2019: 2918-2922 - [c124]Buddhi Wickramasinghe, Eliathamby Ambikairajah, Julien Epps:
Biologically Inspired Adaptive-Q Filterbanks for Replay Spoofing Attack Detection. INTERSPEECH 2019: 2953-2957 - [c123]Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps:
Direct Modelling of Speech Emotion from Raw Speech. INTERSPEECH 2019: 3920-3924 - [c122]Mostafa Ali Shahin, Beena Ahmed, Daniel V. Smith, Andreas Duenser, Julien Epps:
Automatic Screening Of Children With Speech Sound Disorders Using Paralinguistic Features. MLSP 2019: 1-5 - [i5]Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps:
Direct Modelling of Speech Emotion from Raw Speech. CoRR abs/1904.03833 (2019) - [i4]Rajib Rana, Siddique Latif, Sara Khalifa, Raja Jurdak, Julien Epps:
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion. CoRR abs/1907.06078 (2019) - [i3]Vidhyasaharan Sethu, Emily Mower Provost, Julien Epps, Carlos Busso, Nicholas Cummins, Shrikanth S. Narayanan:
The Ambiguous World of Emotion Representation. CoRR abs/1909.00360 (2019) - 2018
- [j28]Zhaocheng Huang, Julien Epps:
Prediction of Emotion Change From Speech. Frontiers ICT 5: 11 (2018) - [j27]Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Matthew Hyett, Gordon Parker, Michael Breakspear:
Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors. IEEE Trans. Affect. Comput. 9(4): 478-490 (2018) - [c121]Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps:
Transfer Learning for Improving Speech Emotion Classification Accuracy. INTERSPEECH 2018: 257-261 - [c120]Tharshini Gunendradasan, Buddhi Wickramasinghe, Phu Ngoc Le, Eliathamby Ambikairajah, Julien Epps:
Detection of Replay-Spoofing Attacks Using Frequency Modulation Features. INTERSPEECH 2018: 636-640 - [c119]Buddhi Wickramasinghe, Saad Irtza, Eliathamby Ambikairajah, Julien Epps:
Frequency Domain Linear Prediction Features for Replay Spoofing Attack Detection. INTERSPEECH 2018: 661-665 - [c118]Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps:
Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study. INTERSPEECH 2018: 3107-3111 - [c117]Zhaocheng Huang, Julien Epps, Dale Joachim, Michael Chen:
Depression Detection from Short Utterances via Diverse Smartphones in Natural Environmental Conditions. INTERSPEECH 2018: 3393-3397 - [c116]Mia Atcheson, Vidhyasaharan Sethu, Julien Epps:
Demonstrating and Modelling Systematic Time-varying Annotator Disagreement in Continuous Emotion Annotation. INTERSPEECH 2018: 3668-3672 - [c115]Kalani Wataraka Gamage, Ting Dang, Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah:
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. AVEC@MM 2018: 47-55 - [c114]Rajib Rana, Raj Gururajan, Geraldine Mackenzie, Jeff Dunn, Anthony Gray, Xujuan Zhou, Prabal Datta Barua, Julien Epps, Gerald Michael Humphris:
A Novel Framework for Distress Detection through an Automated Speech Processing System. WI 2018: 610-614 - [p1]Jeffrey F. Cohn, Nicholas Cummins, Julien Epps, Roland Goecke, Jyoti Joshi, Stefan Scherer:
Multimodal assessment of depression from behavioral signals. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) 2018: 375-417 - [i2]Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps:
Cross Corpus Speech Emotion Classification- An Effective Transfer Learning Technique. CoRR abs/1801.06353 (2018) - 2017
- [c113]Brian Stasak, Julien Epps, Aaron Lawson:
Analysis of phonetic markedness and gestural effort measures for acoustic speech-based depression classification. ACII Workshops 2017: 165-170 - [c112]Brian Stasak, Julien Epps:
Differential performance of automatic speech-based depression classification across smartphones. ACII Workshops 2017: 171-175 - [c111]Zhaocheng Huang, Julien Epps:
A PLLR and multi-stage Staircase Regression framework for speech-based emotion prediction. ICASSP 2017: 5145-5149 - [c110]Mia Atcheson, Vidhyasaharan Sethu, Julien Epps:
Gaussian Process Regression for Continuous Emotion Recognition with Global Temporal Invariance. AffComp@IJCAI 2017: 34-44 - [c109]Siyuan Chen, Julien Epps, Eliathamby Ambikairajah, Phu Ngoc Le:
An Investigation of Crowd Speech for Room Occupancy Estimation. INTERSPEECH 2017: 324-328 - [c108]Brian Stasak, Julien Epps, Roland Goecke:
Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect. INTERSPEECH 2017: 834-838 - [c107]Ting Dang, Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah:
An Investigation of Emotion Prediction Uncertainty Using Gaussian Mixture Regression. INTERSPEECH 2017: 1248-1252 - [c106]Sarith Fernando, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
Bidirectional Modelling for Short Duration Language Identification. INTERSPEECH 2017: 2809-2813 - [c105]Zhaocheng Huang, Julien Epps:
An Investigation of Emotion Dynamics and Kalman Filtering for Speech-Based Emotion Prediction. INTERSPEECH 2017: 3301-3305 - [c104]Ting Dang, Brian Stasak, Zhaocheng Huang, Sadari Jayawardena, Mia Atcheson, Munawar Hayat, Phu Ngoc Le, Vidhyasaharan Sethu, Roland Goecke, Julien Epps:
Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017. AVEC@ACM Multimedia 2017: 27-35 - [c103]Georgios Konstantinou, Julien Epps:
Facilitating online casual interactions and creating a community of learning in a first-year electrical engineering course. TALE 2017: 128-133 - [i1]Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps:
Variational Autoencoders for Learning Latent Representations of Speech Emotion. CoRR abs/1712.08708 (2017) - 2016
- [j26]Hoe Kin Wong, Julien Epps:
Pupillary transient responses to within-task cognitive load variation. Comput. Methods Programs Biomed. 137: 47-63 (2016) - [j25]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:
The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing. IEEE Trans. Affect. Comput. 7(2): 190-202 (2016) - [c102]Zhaocheng Huang, Julien Epps:
Detecting the instant of emotion change from speech using a martingale framework. ICASSP 2016: 5195-5199 - [c101]Mostafa Ali Shahin, Julien Epps, Beena Ahmed:
Automatic Classification of Lexical Stress in English and Arabic Languages Using Deep Learning. INTERSPEECH 2016: 175-179 - [c100]Brian Stasak, Julien Epps, Nicholas Cummins, Roland Goecke:
An Investigation of Emotional Speech in Depression Classification. INTERSPEECH 2016: 485-489 - [c99]Sharifa Alghowinem, Roland Goecke, Julien Epps, Michael Wagner, Jeffrey F. Cohn:
Cross-Cultural Depression Recognition from Vocal Biomarkers. INTERSPEECH 2016: 1943-1947 - [c98]Zhaocheng Huang, Brian Stasak, Ting Dang, Kalani Wataraka Gamage, Phu Ngoc Le, Vidhyasaharan Sethu, Julien Epps:
Staircase Regression in OA RVM, Data Selection and Gender Dependency in AVEC 2016. AVEC@ACM Multimedia 2016: 19-26 - 2015
- [j24]Chee Cheun Huang, Julien Epps, Tharmarajah Thiruvaran:
An investigation of supervector regression for forensic voice comparison on small data. EURASIP J. Audio Speech Music. Process. 2015: 7 (2015) - [j23]Nicholas Cummins, Stefan Scherer, Jarek Krajewski, Sebastian Schnieder, Julien Epps, Thomas F. Quatieri:
A review of depression and suicide risk assessment using speech analysis. Speech Commun. 71: 10-49 (2015) - [j22]Tet Fei Yap, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi:
Voice source under cognitive load: Effects and classification. Speech Commun. 72: 74-95 (2015) - [j21]Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Sebastian Schnieder, Jarek Krajewski:
Analysis of acoustic space variability in speech affected by depression. Speech Commun. 75: 27-49 (2015) - [j20]Pega Zarjam, Julien Epps, Nigel H. Lovell:
Beyond Subjective Self-Rating: EEG Signal Classification of Cognitive Workload. IEEE Trans. Auton. Ment. Dev. 7(4): 301-310 (2015) - [c97]Robert Makepeace, Julien Epps:
Automatic task analysis based on head movement. EMBC 2015: 5167-5170 - [c96]Mark E. Larsen, Nicholas Cummins, Tjeerd W. Boonstra, Bridianne O'Dea, Joe Tighe, Jennifer Nicholas, Fiona Shand, Julien Epps, Helen Christensen:
The use of technology in Suicide Prevention. EMBC 2015: 7316-7319 - [c95]Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski:
Weighted pairwise Gaussian likelihood regression for depression score prediction. ICASSP 2015: 4779-4783 - [c94]Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski:
Relevance vector machine for depression prediction. INTERSPEECH 2015: 110-114 - [c93]Zhaocheng Huang, Julien Epps, Eliathamby Ambikairajah:
An investigation of emotion change detection from speech. INTERSPEECH 2015: 1329-1333 - [c92]Christopher Hines, Vidhyasaharan Sethu, Julien Epps:
Twitter: A New Online Source of Automatically Tagged Data for Conversational Speech Emotion Recognition. ASM@ACM Multimedia 2015: 9-14 - [c91]Zhaocheng Huang, Ting Dang, Nicholas Cummins, Brian Stasak, Phu Ngoc Le, Vidhyasaharan Sethu, Julien Epps:
An Investigation of Annotation Delay Compensation and Output-Associative Fusion for Multimodal Continuous Emotion Prediction. AVEC@ACM Multimedia 2015: 41-48 - 2014
- [j19]Siyuan Chen, Julien Epps:
Using Task-Induced Pupil Diameter and Blink Rate to Infer Cognitive Load. Hum. Comput. Interact. 29(4): 390-413 (2014) - [j18]Siyuan Chen, Julien Epps:
Efficient and Robust Pupil Size and Blink Estimation From Near-Field Video Sequences for Human-Machine Interaction. IEEE Trans. Cybern. 44(12): 2356-2367 (2014) - [c90]Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski:
Variability compensation in small data: Oversampled extraction of i-vectors for the classification of depressed speech. ICASSP 2014: 970-974 - [c89]Björn W. Schuller, Stefan Steidl, Anton Batliner, Julien Epps, Florian Eyben, Fabien Ringeval, Erik Marchi, Yue Zhang:
The INTERSPEECH 2014 computational paralinguistics challenge: cognitive & physical load. INTERSPEECH 2014: 427-431 - [c88]Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski:
Probabilistic acoustic volume analysis for speech affected by depression. INTERSPEECH 2014: 1238-1242 - [c87]Julien Epps:
Automatic Assessment of Depression from Speech and Behavioural Signals. AVEC@MM 2014: 1 - 2013
- [j17]Pega Zarjam, Julien Epps, Fang Chen, Nigel H. Lovell:
Estimating cognitive workload using wavelet entropy-based features during an arithmetic task. Comput. Biol. Medicine 43(12): 2186-2195 (2013) - [j16]Siyuan Chen, Julien Epps:
Automatic classification of eye activity for cognitive load measurement with emotion interference. Comput. Methods Programs Biomed. 110(2): 111-124 (2013) - [j15]Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
On the use of speech parameter contours for emotion recognition. EURASIP J. Audio Speech Music. Process. 2013: 19 (2013) - [j14]Jyoti Joshi, Roland Goecke, Sharifa Alghowinem, Abhinav Dhall, Michael Wagner, Julien Epps, Gordon Parker, Michael Breakspear:
Multimodal assistive technologies for depression diagnosis and monitoring. J. Multimodal User Interfaces 7(3): 217-228 (2013) - [j13]Siyuan Chen, Julien Epps:
Blinking: Toward Wearable Computing that Understands your Current Task. IEEE Pervasive Comput. 12(3): 56-65 (2013) - [j12]Jia Min Karen Kua, Julien Epps, Eliathamby Ambikairajah:
i-Vector with sparse representation classification for speaker verification. Speech Commun. 55(5): 707-720 (2013) - [c86]Siyuan Chen, Julien Epps, Fang Chen:
An investigation of pupil-based cognitive load measurement with low cost infrared webcam under light reflex interference. EMBC 2013: 3202-3205 - [c85]Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah:
Speaker variability in speech based emotion models - Analysis and normalisation. ICASSP 2013: 7522-7526 - [c84]Nicholas Cummins, Julien Epps, Eliathamby Ambikairajah:
Spectro-temporal analysis of speech affected by depression and psychomotor retardation. ICASSP 2013: 7542-7546 - [c83]Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Michael Breakspear, Gordon Parker:
Detecting depression: A comparison between spontaneous and read speech. ICASSP 2013: 7547-7551 - [c82]Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Tom Gedeon, Michael Breakspear, Gordon Parker:
A comparative study of different classifiers for detecting depression from spontaneous speech. ICASSP 2013: 8022-8026 - [c81]Kun Yu, Julien Epps, Fang Chen:
Mental Workload Classification via Online Writing Features. ICDAR 2013: 1110-1114 - [c80]Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah, Haizhou Li:
GMM based speaker variability compensated system for interspeech 2013 compare emotion challenge. INTERSPEECH 2013: 205-209 - [c79]Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Michael Breakspear, Roland Goecke:
Modeling spectral variability for the classification of depressed speech. INTERSPEECH 2013: 857-861 - [c78]Rahim Saeidi, Kong-Aik Lee, Tomi Kinnunen, Tawfik Hasan, Benoit G. B. Fauve, Pierre-Michel Bousquet, Elie Khoury, Pablo Luis Sordo Martinez, Jia Min Karen Kua, Changhuai You, Hanwu Sun, Anthony Larcher, Padmanabhan Rajan, Ville Hautamäki, Cemal Hanilçi, Billy Braithwaite, Rosa González Hautamäki, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, Navid Shokouhi, Driss Matrouf, Laurent El Shafey, Pejman Mowlaee, Julien Epps, Tharmarajah Thiruvaran, David A. van Leeuwen, Bin Ma, Haizhou Li, John H. L. Hansen, Jean-François Bonastre, Sébastien Marcel, John S. D. Mason, Eliathamby Ambikairajah:
I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification. INTERSPEECH 2013: 1986-1990 - [c77]Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Gordon Parker, Michael Breakspear:
Characterising depressed speech for classification. INTERSPEECH 2013: 2534-2538 - [c76]Siyuan Chen, Julien Epps, Fang Chen:
Automatic and continuous user task analysis via eye activity. IUI 2013: 57-66 - [c75]Nicholas Cummins, Jyoti Joshi, Abhinav Dhall, Vidhyasaharan Sethu, Roland Goecke, Julien Epps:
Diagnosis of depression by behavioural signals: a multimodal approach. AVEC@ACM Multimedia 2013: 11-20 - [c74]Chee Cheun Huang, Julien Epps, Ewald Enzinger:
Separate MAP adaptation of GMM parameters for forensic voice comparison on limited data. WIFS 2013: 1-6 - [e2]Julien Epps, Fang Chen, Sharon L. Oviatt, Kenji Mase, Andrew Sears, Kristiina Jokinen, Björn W. Schuller:
2013 International Conference on Multimodal Interaction, ICMI '13, Sydney, NSW, Australia, December 9-13, 2013. ACM 2013, ISBN 978-1-4503-2129-7 [contents] - 2012
- [j11]Julien Epps, Roddy Cowie, Shrikanth S. Narayanan, Björn W. Schuller, Jianhua Tao:
Emotion and mental state recognition from speech. EURASIP J. Adv. Signal Process. 2012: 15 (2012) - [j10]Fang Chen, Natalie Ruiz, Eric H. C. Choi, Julien Epps, M. Asif Khawaja, Ronnie Taib, Bo Yin, Yang Wang:
Multimodal behavior and interaction as indicators of cognitive load. ACM Trans. Interact. Intell. Syst. 2(4): 22:1-22:36 (2012) - [c73]Pega Zarjam, Julien Epps, Nigel H. Lovell, Fang Chen:
Characterization of memory load in an arithmetic task using non-linear analysis of EEG signals. EMBC 2012: 3519-3522 - [c72]Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Michael Breakspear, Gordon Parker:
From Joyous to Clinically Depressed: Mood Detection Using Spontaneous Speech. FLAIRS 2012 - [c71]Manas Bellani, Julien Epps, Gavin A. Huttley:
A comparison of periodicity profile methods for sequence analysis. GENSiPS 2012: 78-81 - [c70]Chee Cheun Huang, Julien Epps:
A study of automatic phonetic segmentation for forensic voice comparison. ICASSP 2012: 1853-1856 - [c69]Ni Ding, Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah:
Speaker variability in emotion recognition - an adaptation based approach. ICASSP 2012: 5101-5104 - [c68]Pega Zarjam, Julien Epps, Fang Chen, Nigel H. Lovell:
Classification of Working Memory Load Using Wavelet Complexity Features of EEG Signals. ICONIP (2) 2012: 692-699 - [c67]Nicholas Cummins, Julien Epps, Jia Min Karen Kua:
A Comparison of Classification Paradigms for Speaker Likeability Determination. INTERSPEECH 2012: 282-285 - [c66]Ni Ding, Julien Epps:
Speaker Clustering in Emotion Recognition. INTERSPEECH 2012: 1163-1166 - [c65]Pega Zarjam, Julien Epps, Nigel H. Lovell:
Characterizing mental load in an arithmetic task using entropy-based features. ISSPA 2012: 199-204 - [e1]Louis-Philippe Morency, Dan Bohus, Hamid K. Aghajan, Justine Cassell, Anton Nijholt, Julien Epps:
International Conference on Multimodal Interaction, ICMI '12, Santa Monica, CA, USA, October 22-26, 2012. ACM 2012, ISBN 978-1-4503-1467-1 [contents] - 2011
- [j9]Tet Fei Yap, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi:
Formant Frequencies under Cognitive Load: Effects and Classification. EURASIP J. Adv. Signal Process. 2011 (2011) - [j8]Phu Ngoc Le, Eliathamby Ambikairajah, Julien Epps, Vidhyasaharan Sethu, Eric H. C. Choi:
Investigation of spectral centroid features for cognitive load classification. Speech Commun. 53(4): 540-551 (2011) - [c64]Pega Zarjam, Julien Epps, Fang Chen:
Spectral EEG featuresfor evaluating cognitive load. EMBC 2011: 3841-3844 - [c63]Pega Zarjam, Julien Epps, Fang Chen:
Characterizing working memory load using EEG delta activity. EUSIPCO 2011: 1554-1558 - [c62]Jia Min Karen Kua, Eliathamby Ambikairajah, Julien Epps, Roberto Togneri:
Speaker verification using sparse representation classification. ICASSP 2011: 4548-4551 - [c61]Jia Min Karen Kua, Julien Epps, Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Eric H. C. Choi:
Using clustering comparison measures for speaker recognition. ICASSP 2011: 5452-5455 - [c60]Tet Fei Yap, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi:
Voice source features for cognitive load classification. ICASSP 2011: 5700-5703 - [c59]Avi Knoll, Yang Wang, Fang Chen, Jie Xu, Natalie Ruiz, Julien Epps, Pega Zarjam:
Measuring Cognitive Workload with Low-Cost Electroencephalograph. INTERACT (4) 2011: 568-571 - [c58]Denis Burnham, Dominique Estival, Steven Fazio, Jette Viethen, Felicity Cox, Robert Dale, Steve Cassidy, Julien Epps, Roberto Togneri, Michael Wagner, Yuko Kinoshita, Roland Göcke, Joanne Arciuli, Mark Onslow, Trent W. Lewis, Andrew Butcher, John Hajek:
Building an Audio-Visual Corpus of Australian English: Large Corpus Collection with an Economical Portable and Replicable Black Box. INTERSPEECH 2011: 841-844 - [c57]Nicholas Cummins, Julien Epps, Michael Breakspear, Roland Goecke:
An Investigation of Depressed Speech Detection: Features and Normalization. INTERSPEECH 2011: 2997-3000 - [c56]Siyuan Chen, Julien Epps, Natalie Ruiz, Fang Chen:
Eye activity as a measure of human mental effort in HCI. IUI 2011: 315-318 - [c55]Kun Yu, Julien Epps, Fang Chen:
Cognitive load evaluation of handwriting using stroke-level features. IUI 2011: 423-426 - [c54]Siyuan Chen, Julien Epps, Fang Chen:
A comparison of four methods for cognitive load measurement. OZCHI 2011: 76-79 - 2010
- [j7]Xuan Vinh Nguyen, Julien Epps, James Bailey:
Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance. J. Mach. Learn. Res. 11: 2837-2854 (2010) - [j6]Teddy Surya Gunawan, Eliathamby Ambikairajah, Julien Epps:
Perceptual speech enhancement exploiting temporal masking properties of human auditory system. Speech Commun. 52(5): 381-393 (2010) - [j5]Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Julien Epps, Michael J. Carey:
A segment selection technique for speaker verification. Speech Commun. 52(9): 753-761 (2010) - [c53]Tet Fei Yap, Julien Epps, Eric H. C. Choi, Eliathamby Ambikairajah:
Glottal features for speech-based cognitive load classification. ICASSP 2010: 5234-5237 - [c52]Xuan Vinh Nguyen, Julien Epps:
minCEntropy: A Novel Information Theoretic Approach for the Generation of Alternative Clusterings. ICDM 2010: 521-530 - [c51]Phu Ngoc Le, Julien Epps, Eric H. C. Choi, Eliathamby Ambikairajah:
A Study of Voice Source and Vocal Tract Filter Based Features in Cognitive Load Classification. ICPR 2010: 4516-4519 - [c50]Tet Fei Yap, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi:
An investigation of formant frequencies for cognitive load classification. INTERSPEECH 2010: 2022-2025 - [c49]Tet Fei Yap, Eliathamby Ambikairajah, Julien Epps, Eric H. C. Choi:
Cognitive load classification using formant features. ISSPA 2010: 221-224 - [c48]Jia Min Karen Kua, Tharmarajah Thiruvaran, Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Julien Epps:
Investigation of Spectral Centroid Magnitude and Frequency for Speaker Recognition. Odyssey 2010: 7 - [c47]Geoffrey Stewart Morrison, Tharmarajah Thiruvaran, Julien Epps:
Estimating the Precision of the Likelihood-Ratio Output of a Forensic-Voice-Comparison System. Odyssey 2010: 12
2000 – 2009
- 2009
- [j4]Julien Epps:
A Hybrid Technique for the Periodicity Characterization of Genomic Sequence Data. EURASIP J. Bioinform. Syst. Biol. 2009 (2009) - [c46]Xuan Vinh Nguyen, Julien Epps:
A Novel Approach for Automatic Number of Clusters Detection in Microarray Data Based on Consensus Clustering. BIBE 2009: 84-91 - [c45]Haizhou Li, Bin Ma, Kong-Aik Lee, Hanwu Sun, Donglai Zhu, Khe Chai Sim, Changhuai You, Rong Tong, Ismo Kärkkäinen, Chien-Lin Huang, Vladimir Pervouchine, Wu Guo, Yijie Li, Li-Rong Dai, Mohaddeseh Nosratighods, Tharmarajah Thiruvaran, Julien Epps, Eliathamby Ambikairajah, Chng Eng Siong, Tanja Schultz, Qin Jin:
The I4U system in NIST 2008 speaker recognition evaluation. ICASSP 2009: 4201-4204 - [c44]Mohaddeseh Nosratighods, Tharmarajah Thiruvaran, Julien Epps, Eliathamby Ambikairajah, Bin Ma, Haizhou Li:
Evaluation of a fused FM and cepstral-based speaker recognition system on the NIST 2008 SRE. ICASSP 2009: 4233-4236 - [c43]Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
Speaker dependency of spectral features and speech production cues for automatic emotion classification. ICASSP 2009: 4693-4696 - [c42]Xuan Vinh Nguyen, Julien Epps, James Bailey:
Information theoretic measures for clusterings comparison: is a correction for chance necessary? ICML 2009: 1073-1080 - [c41]Tharmarajah Thiruvaran, Eliathamby Ambikairajah, Julien Epps:
Analysis of band structures for speaker-specific information in FM feature extraction. INTERSPEECH 2009: 1111-1114 - [c40]Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
Pitch contour parameterisation based on linear stylisation for emotion recognition. INTERSPEECH 2009: 2011-2014 - [c39]Jia Min Karen Kua, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi:
LS regularization of group delay features for speaker recognition. INTERSPEECH 2009: 2887-2890 - 2008
- [j3]Mahmood Akhtar, Julien Epps, Eliathamby Ambikairajah:
Signal Processing in Sequence Analysis: Advances in Eukaryotic Gene Prediction. IEEE J. Sel. Top. Signal Process. 2(3): 310-321 (2008) - [c38]Mahmood Akhtar, Eliathamby Ambikairajah, Julien Epps:
Optimizing period-3 methods for eukaryotic gene prediction. ICASSP 2008: 621-624 - [c37]Eliathamby Ambikairajah, Julien Epps, Samuel J. Freney, Ming Sheng:
A self-directed learning approach to signal processing education. ICASSP 2008: 2645-2648 - [c36]Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
Empirical mode decomposition based weighted frequency feature for speech-based emotion classification. ICASSP 2008: 5017-5020 - [c35]Mahmood Akhtar, Eliathamby Ambikairajah, Julien Epps:
Digital Signal Processing Techniques for Gene Finding in Eukaryotes. ICISP 2008: 144-152 - [c34]Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
Phonetic and speaker variations in automatic emotion classification. INTERSPEECH 2008: 617-620 - [c33]Tharmarajah Thiruvaran, Eliathamby Ambikairajah, Julien Epps:
FM features for automatic forensic speaker recognition. INTERSPEECH 2008: 1497-1500 - 2007
- [j2]Le Song, Julien Epps:
Classifying EEG for Brain-Computer Interface: Learning Optimal Filters for Dynamical System Features. Comput. Intell. Neurosci. 2007 (2007) - [j1]Eliathamby Ambikairajah, Julien Epps, Ming Sheng, Branko G. Celler:
Tablet PC and Electronic Whiteboard Use in Signal Processing Education [DSP Education]. IEEE Signal Process. Mag. 24(1): 130-133 (2007) - [c32]Julien Epps, Benjamin Close:
A study of co-worker awareness in remote collaboration over a shared application. CHI Extended Abstracts 2007: 2363-2368 - [c31]Claudia Schremmer, Alex Krumm-Heller, Rudi Vernik, Julien Epps:
Design Discussion of the [braccetto] Research Platform: Supporting Distributed Intensely Collaborating Creative Teams of Teams. HCI (4) 2007: 722-734 - [c30]Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Julien Epps, Michael J. Carey:
P-Value Segment Selection Technique for Speaker Verification. ICASSP (4) 2007: 269-272 - [c29]Mahmood Akhtar, Julien Epps, Eliathamby Ambikairajah:
Time and Frequency Domain Methods for Gene and Exon Prediction in Eukaryotes. ICASSP (2) 2007: 573-576 - [c28]Mahmood Akhtar, Eliathamby Ambikairajah, Julien Epps:
GMM-Based Classification of Genomic Sequences. DSP 2007: 103-106 - [c27]Tharmarajah Thiruvaran, Eliathamby Ambikairajah, Julien Epps:
Normalization of Modulation Features for Speaker Recognition. DSP 2007: 599-602 - [c26]Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
Speaker Normalisation for Speech-Based Emotion Detection. DSP 2007: 611-614 - [c25]Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
Group delay features for emotion detection. INTERSPEECH 2007: 2273-2276 - 2006
- [c24]Julien Epps, Serge Lichman, Mike Wu:
A study of hand shape use in tabletop gesture interaction. CHI Extended Abstracts 2006: 748-753 - [c23]Felicity Allen, Eliathamby Ambikairajah, Julien Epps:
Warped Magnitude and Phase-Based Features for Language Identification. ICASSP (1) 2006: 201-204 - [c22]Le Song, Julien Epps:
Improving Separability of Eeg Signals During Motor Imagery With An Efficient Circular Laplacian. ICASSP (2) 2006: 1048-1051 - [c21]Mahmood Akhtar, Eliathamby Ambikairajah, Julien Epps:
A Hybrid Method for the Recognition of Acceptor Splice Sites. ICECS 2006: 565-568 - [c20]Le Song, Julien Epps:
Classifying EEG for brain-computer interfaces: learning optimal filters for dynamical system features. ICML 2006: 857-864 - [c19]Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Julien Epps:
Speaker Verification Using A Novel Set of Dynamic Features. ICPR (4) 2006: 266-269 - [c18]Sayanthan Logeswaran, Eliathamby Ambikairajah, Julien Epps:
Computational Identification of Short Initial Exons. PRIB 2006: 42-48 - [c17]Fang Chen, Peter Eades, Julien Epps, Serge Lichman, Benjamin Close, Peter Hutterer, Masahiro Takatsuka, Bruce H. Thomas, Mike Wu:
ViCAT: Visualisation and Interaction on a Collaborative Access Table. Tabletop 2006: 59-62 - 2005
- [c16]Julien Epps, Eliathamby Ambikairajah:
Visualisation of Reduced-Dimension Microarray Data Using Gaussian Mixture Models. APVIS 2005: 141-146 - [c15]Eliathamby Ambikairajah, Julien Epps, Ming Sheng, Branko G. Celler, Peter Chen:
Experiences with an electronic whiteboard teaching laboratory and tablet PC based lecture presentations [DSP courses]. ICASSP (5) 2005: 565-568 - [c14]Fang Chen, Eric H. C. Choi, Julien Epps, Serge Lichman, Natalie Ruiz, Yu (David) Shi, Ronnie Taib, Mike Wu:
A study of manual gesture-based selection for the PEMMI multimodal transport management interface. ICMI 2005: 274-281 - [c13]Julien Epps, Eric H. C. Choi:
An energy search approach to variable frame rate front-end processing for robust ASR. INTERSPEECH 2005: 2613-2616 - [c12]Eliathamby Ambikairajah, Julien Epps, Mahmood Akhtar:
Gene and exon prediction using time domain algorithms. ISSPA 2005: 199-202 - [c11]Omer Mohsin Mubarak, Eliathamby Ambikairajah, Julien Epps:
Analysis of an MFCC-based audio indexing system for efficient coding of multimedia sources. ISSPA 2005: 619-622 - [c10]Julien Epps:
A new approach to variable frame rate front-end processing for robust speech recognition. ISSPA 2005: 723-726 - [c9]Felicity Allen, Eliathamby Ambikairajah, Julien Epps:
Language Identification using Warping and the Shifted Delta Cepstrum. MMSP 2005: 1-4 - 2004
- [c8]Teddy Surya Gunawan, Eliathamby Ambikairajah, Julien Epps:
Perceptual wavelet packet audio coder. INTERSPEECH 2004: 2005-2008 - 2003
- [c7]Mark Thomson, Simon Boland, Mike Wu, Julien Epps, Michael Smithers:
Decomposition of speech into voiced and unvoiced components based on a state-space signal model. ICASSP (1) 2003: 160-163 - [c6]Eric H. C. Choi, Trym Holter, Julien Epps, Arun Gopalakrishnan:
Temporal structure constrained transformation for speaker adaptation. ICASSP (1) 2003: 564-567 - [c5]Eliathamby Ambikairajah, Julien Epps, Ming Sheng, Branko G. Celler:
Evaluation of a virtual teaching laboratory for signal processing education. ICASSP (3) 2003: 757-760 - 2001
- [c4]Eliathamby Ambikairajah, Julien Epps, Lee Lin:
Wideband speech and audio coding using gammatone filter banks. ICASSP 2001: 773-776 - [c3]Julien Epps, W. Harvey Holmes:
A new very low bit rate wideband speech coder with a sinusoidal highband model. ISCAS (2) 2001: 349-352
1990 – 1999
- 1998
- [c2]Julien Epps, W. Harvey Holmes:
Speech enhancement using STC-based bandwidth extension. ICSLP 1998 - 1997
- [c1]Julien Epps, Annette Dowd, John Smith, Joe Wolfe:
Real time measurements of the vocal tract resonances during speech. EUROSPEECH 1997: 721-724
Coauthor Index
aka: Roland Goecke
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