Brian Stasak

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 15

Top Topics

Automatic Detection

Domain Adaptation

Emotional Speech

Statistical Classification

Top Venues

AVEC@ACM Multimedia

Publications

Brian Stasak, Dale Joachim, Julien Epps
Breaking Age Barriers With Automatic Voice-Based Depression Detection. IEEE Pervasive Comput. 21 (2) (2022)
Brian Stasak, Zhaocheng Huang, Dale Joachim, Julien Epps
Automatic Elicitation Compliance for Short-Duration Speech Based Depression Detection. ICASSP (2021)
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 (2021)
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)
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) (2021)
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)
Brian Stasak, Julien Epps, Roland Goecke
Automatic depression classification based on affective read sentences: Opportunities for text-dependent analysis. Speech Commun. 115 (2019)
Brian Stasak, Julien Epps, Roland Goecke
An investigation of linguistic stress and articulatory vowel characteristics for automatic depression classification. Comput. Speech Lang. 53 (2019)
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)
Brian Stasak, Julien Epps
Differential performance of automatic speech-based depression classification across smartphones. ACII Workshops (2017)
Brian Stasak, Julien Epps, Aaron Lawson
Analysis of phonetic markedness and gestural effort measures for acoustic speech-based depression classification. ACII Workshops (2017)
Brian Stasak, Julien Epps, Roland Goecke
Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect. INTERSPEECH (2017)
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)
Brian Stasak, Julien Epps, Nicholas Cummins, Roland Goecke
An Investigation of Emotional Speech in Depression Classification. INTERSPEECH (2016)
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)