Stefan Scherer
Stefan Scherer
Meta - Reality Labs Research
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A review of depression and suicide risk assessment using speech analysis
N Cummins, S Scherer, J Krajewski, S Schnieder, J Epps, TF Quatieri
Speech communication 71, 10-49, 2015
COVAREP—A collaborative voice analysis repository for speech technologies
G Degottex, J Kane, T Drugman, T Raitio, S Scherer
2014 ieee international conference on acoustics, speech and signal …, 2014
Avec 2016: Depression, mood, and emotion recognition workshop and challenge
M Valstar, J Gratch, B Schuller, F Ringeval, D Lalanne, M Torres Torres, ...
Proceedings of the 6th international workshop on audio/visual emotion …, 2016
SimSensei Kiosk: A virtual human interviewer for healthcare decision support
D DeVault, R Artstein, G Benn, T Dey, E Fast, A Gainer, K Georgila, ...
Proceedings of the 2014 international conference on Autonomous agents and …, 2014
The distress analysis interview corpus of human and computer interviews.
J Gratch, R Artstein, GM Lucas, G Stratou, S Scherer, A Nazarian, R Wood, ...
LREC, 3123-3128, 2014
Avec 2017: Real-life depression, and affect recognition workshop and challenge
F Ringeval, B Schuller, M Valstar, J Gratch, R Cowie, S Scherer, S Mozgai, ...
Proceedings of the 7th annual workshop on audio/visual emotion challenge, 3-9, 2017
Reporting mental health symptoms: breaking down barriers to care with virtual human interviewers
GM Lucas, A Rizzo, J Gratch, S Scherer, G Stratou, J Boberg, LP Morency
Frontiers in Robotics and AI 4, 51, 2017
Affect-lm: A neural language model for customizable affective text generation
S Ghosh, M Chollet, E Laksana, LP Morency, S Scherer
arXiv preprint arXiv:1704.06851, 2017
Cicero-towards a multimodal virtual audience platform for public speaking training
L Batrinca, G Stratou, A Shapiro, LP Morency, S Scherer
Intelligent Virtual Agents: 13th International Conference, IVA 2013 …, 2013
Virtual character performance from speech
S Marsella, Y Xu, M Lhommet, A Feng, S Scherer, A Shapiro
Proceedings of the 12th ACM SIGGRAPH/Eurographics symposium on computer …, 2013
Automatic behavior descriptors for psychological disorder analysis
S Scherer, G Stratou, M Mahmoud, J Boberg, J Gratch, A Rizzo, ...
2013 10th IEEE International Conference and Workshops on Automatic Face and …, 2013
Multiple classifier systems for the classification of audio-visual emotional states
M Glodek, S Tschechne, G Layher, M Schels, T Brosch, S Scherer, ...
Affective Computing and Intelligent Interaction: Fourth International …, 2011
Exploring feedback strategies to improve public speaking: an interactive virtual audience framework
M Chollet, T Wörtwein, LP Morency, A Shapiro, S Scherer
Proceedings of the 2015 ACM international joint conference on pervasive and …, 2015
Representation learning for speech emotion recognition.
S Ghosh, E Laksana, LP Morency, S Scherer
Interspeech, 3603-3607, 2016
Investigating voice quality as a speaker-independent indicator of depression and PTSD.
S Scherer, G Stratou, J Gratch, LP Morency
Interspeech, 847-851, 2013
Automatic audiovisual behavior descriptors for psychological disorder analysis
S Scherer, G Stratou, G Lucas, M Mahmoud, J Boberg, J Gratch, ...
Image and Vision Computing 32 (10), 648-658, 2014
A machine learning approach to identifying the thought markers of suicidal subjects: a prospective multicenter trial
JP Pestian, M Sorter, B Connolly, K Bretonnel Cohen, C McCullumsmith, ...
Suicide and Life‐Threatening Behavior 47 (1), 112-121, 2017
Self-reported symptoms of depression and PTSD are associated with reduced vowel space in screening interviews
S Scherer, GM Lucas, J Gratch, AS Rizzo, LP Morency
IEEE Transactions on Affective Computing 7 (1), 59-73, 2015
Investigating automatic measurements of prosodic accommodation and its dynamics in social interaction
C De Looze, S Scherer, B Vaughan, N Campbell
Speech Communication 58, 11-34, 2014
Learning representations of emotional speech with deep convolutional generative adversarial networks
J Chang, S Scherer
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
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