- BP4D: Binghamton-Pittsburgh 4D Spontaneous Emotion Database (2014)
A 3D video database of spontaneous behavior during emotion elicitation
Complete with frame-level FACS annotations of facial behavior (n=41)
Primary Article/Citation: <https://jmgirard.com/pubs/zhang2014/>
Website/Request Access: <http://bit.ly/2yg39Cn> - MMSE/BP4D+: Multimodal Spontaneous Emotion Database (2016)
An extension of BP4D that includes thermal and physiological data
Complete with frame-level FACS annotations of facial behavior (n=140)
Primary Article/Citation: <https://jmgirard.com/pubs/zhang2016/>
Website/Request Access: <http://bit.ly/2yg39Cn> - GFT: Group Formation Task Spontaneous Facial Expression Database (2017)
A 2D video database of spontaneous behavior during unscripted social interactions
Complete with frame-level FACS annotations of facial behavior (n=96)
Primary Article/Citation: <https://jmgirard.com/pubs/girard2017d/>
Website/Request Access: <http://osf.io/7wcyz>
Jeffrey Girard
University of Kansas
Resources
- CARMA: Continuous Affect Rating and Media Annotation (2014-2018)
Software for collecting and reviewing 1D continuous ratings of media files
Documentation: <https://carma.jmgirard.com>
Source Code: <http://github.com/jmgirard/carma> - DARMA: Dual Axis Rating and Media Annotation (2014-2018)
Software for collecting and reviewing 2D continuous ratings of media files
Documentation: <https://darma.jmgirard.com>
Source Code: <http://github.com/jmgirard/darma> - mReliability: Inter-rater Reliability in MATLAB (2015-2018)
MATLAB functions and educational materials about inter-rater reliability
Documentation: <https://mreliability.jmgirard.com>
Source Code: <http://github.com/jmgirard/mreliability> - circumplex: Analysis and Visualization of Circumplex Data (2017-2021)
R functions and educational materials about circumplex data analysis/visualization
Documentation: <https://circumplex.jmgirard.com>
Source Code: <http://github.com/jmgirard/circumplex> - tidymedia (2021)
R functions for working with audio and video files in a tidy format
Source Code: <https://github.com/jmgirard/tidymedia>
- Statistical Methods for Affective Computing (2017-2018)
Tutorials presented at the FG2017 and FG2018 conferences
Slides/Resources: <https://www.jmgirard.com/fg2018> - Structural Summary Method for Circumplex Data (2018)
Vignette articles explaining the SSM and its implementation in R
<http://circumplex.jmgirard.com/articles/introduction-to-ssm-analysis.html>
<http://circumplex.jmgirard.com/articles/intermediate-ssm-analysis.html> - R for Social Scientists: A practical and hands-on introduction
Two-day workshop offered as part of 2019 Pittsburgh Summer Methodology Series
<https://www.pittmethods.com>
Slides/Resources: <https://osf.io/uy2fm> - Applied Machine Learning in R: A hands-on introduction for social and behavioral scientists
Five-day workshop offered as part of 2021 Pittsburgh Summer Methodology Series
<https://www.pittmethods.com/applied-ml>
Slides/Resources: <https://pittmethods.github.io/appliedml/>
- Social Risk and Depression (2013)
An early research summary talk presented to the University of Pittsburgh
<https://www.youtube.com/watch?v=-OKWpOyDTZo> - Estimating Smile Intensity (2015)
A journal article summary talk presented at the FG2015 conference
<http://videolectures.net/fgconference2015_girard_smile_intensity/> - Data Visualization Principles and Practice (2018)
A brief tutorial on data visualization presented to the University of Pittsburgh
<https://youtu.be/Fe1XV-cCF94> - A Conceptual Introduction to Data Design and Visualization (2021)
A brief introduction to designing tidy datasets and the grammar of graphics
<https://www.youtube.com/watch?v=sCWncWZj_Is> - Interpersonal Problems Across Levels of the Psychopathology Hierarchy (2021)
A brown bag talk given to the University of Kansas department of clinical psychology
<Recording on Zoom Cloud>