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2020 – today
- 2022
[j5]Brian Stasak
, Dale Joachim, Julien Epps:
Breaking Age Barriers With Automatic Voice-Based Depression Detection. IEEE Pervasive Comput. 21(2): 10-19 (2022)- 2021
- [j4]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) - [j3]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) - [c10]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 - [c9]Brian Stasak, Zhaocheng Huang, Dale Joachim, Julien Epps:
Automatic Elicitation Compliance for Short-Duration Speech Based Depression Detection. ICASSP 2021: 7283-7287 - 2020
- [c8]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
- [j2]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) - [j1]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) - 2017
- [c7]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 - [c6]Brian Stasak, Julien Epps:
Differential performance of automatic speech-based depression classification across smartphones. ACII Workshops 2017: 171-175 - [c5]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 - [c4]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 - 2016
- [c3]Brian Stasak, Julien Epps, Nicholas Cummins, Roland Goecke:
An Investigation of Emotional Speech in Depression Classification. INTERSPEECH 2016: 485-489 - [c2]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
- [c1]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
Coauthor Index
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