Ph. D.Thesis:
"Classification of Affect Using Novel Voice and Visual Features," Georgia Institute of Technology, 2014
Journal Papers:
Kim, Jonathan C., and Clements, Mark A., "Multimodal Affect Classification at Various Temporal Lengths," Affective Computing, IEEE Transactions on 6 (4), 371-384 (2015).
Kim, Jonathan C., Hrishikesh Rao, and Mark A. Clements. "Speech Intelligibility Estimation using Multi-Resolution Spectral Features for Speakers Undergoing Cancer Treatment," Journal of Acoustical Society of America, 2014, vol. 136, num. 4 pg. EL315-EL321.
Conference Papers:
Xie, Baijun, Jonathan C. Kim, and Chung Hyuk Park. "Musical Emotion Recognition with Spectral Feature Extraction Based on a Sinusoidal Model with Model-Based and Deep-Learning Approaches," Applied Sciences 10.3 (2020): 902.
Kim, Jonathan C., et al. "Audio-based emotion estimation for interactive robotic therapy for children with autism spectrum disorder," 2017 14th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI). IEEE, 2017.
Jonathan C. Kim and Mark A. Clements. "Formant-based Feature Extraction for Emotion Classification from Speech," in Telecommunications and Signal Processing (TSP), 2015 38th International conference on, pp. 477-481, 2015.
Rao, Hrishikesh, Jonathan C. Kim, Mark A. Clements, Agata Rozga, and David S. Messinger. "Detection of children's paralinguistic events in interaction with caregivers," in INTERSPEECH 2014, ISCA, Singapore, 2014.
Kim, Jonathan C., Hrishikesh Rao, and Mark A. Clements. "Formant frequency tracking using Gaussian mixtures with maximum a posteriori adaptation," In INTERSPEECH, pp. 3221-3225. 2013.
Rao, Hrishikesh, Jonathan C. Kim, Agata Rozga, and Mark A. Clements. "Detection of laughter in children's speech using spectral and prosodic acoustic features," In INTERSPEECH, pp. 1399-1403. 2013.
James Rehg, Gregory Abowd, Agata Rozga, Mario Romero, Mark Clements, Stan Sclaroff, Irfan Essa, Opal Ousley, Yin Li, Chanho Kim, Hrishikesh Rao, Jonathan Kim, Liliana Presti, Jianming Zhang, Denis Lantsman, Jonathan Bidwell, and Zhefan Ye. "Decoding Children's Social Behavior," Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3414-3421. 2013
Kim, Jonathan C., Hrishikesh Rao, and Mark A. Clements. "Investigating the use of formant based features for detection of affective dimensions in speech," In Affective Computing and Intelligent Interaction, pp. 369-377. Springer Berlin Heidelberg, 2011.
Matthews, Brett, Jonathan Kim, Jonathan S. Brumberg, and Mark Clements. "A probabilistic decoding approach to a neural prosthesis for speech," In Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on, pp. 1-4. IEEE, 2010.
Kim, Jonathan, and Mark Clements. "Time-scale modification of audio signals using multi-relative onset time estimations in sinusoidal transform coding," In Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on, pp. 558-561. IEEE, 2010.
Walker, Bruce N., Jonathan Kim, and Anandi Pendse. "Musical soundscapes for an accessible aquarium: Bringing dynamic exhibits to the visually impaired," In Proceedings of the International Computer Music Conference (ICMC 2007), Copenhagen, Denmark. 2007.