IBM Thomas J Watson Research Center
Postdoctoral Research Scientist
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I study human expression. My research explores expression-driven systems with the following four goals: 1) discovering how people perceive and produce human expression, 2) exploring new machine models for human expression and embodied interaction, 3) exploring relationships among human expression, creativity, and mental and physical wellness, and 4) validating the resulting research results in the context of novel applications.
I focus on applications and systems which enhance a person’s creative or expressive capabilities, enable novel human interaction with physical systems, or promote health and wellness by leveraging the bidirectional relationship between human wellness and expressivity. I’m interested in all modalities of human expression; however, much of my work has a sonic, linguistic, or kinetic element. I believe that these modalities are under-explored in comparison with the visual realm. I’ve also had training in music and dance, and see many opportunities for interdisciplinary discovery and creative collaboration between scientific disciplines and the arts. See my research page for details about my projects, and see my interactive art page for a summary of my creative projects.
I worked in industry and academia on various research and development projects for over 20 years before returning to school to study for my PhD. See my CV for project highlights and a summary of my work history.
Contact me at firstname.lastname@example.org or Mary.Pietrowicz@ibm.com.
Prerna Agarwal, Anupama Ray, Gunkirat Kaur, Priyanka Halli, Mary Pietrowicz, Elif Eyigoz, Gargi B DasGupta, Subham Atreja, and Guillermo Cecchi, “Multi-modal Analysis to Infer Emotional Intelligence of an Adolescent Counselor,” submitted to AAAI, currently under review, 2018.
Hillol Sarker, Mary Pietrowicz, and Amar Das, “Cross-language generalizability of vocal protest detection in children with autism,” submitted to JASA Express Letters, currently under review, 2018.
Raquel Norel, Mary Pietrowicz, Carla Agurto, Shay Rishoni, and Guillermo Cecchi, “Detection of Amyotrophic Lateral Sclerosis (ALS) via Acoustic Analysis,” INTERSPEECH 2018.
Jonah Casebeer, Hillol Sarker, Murtaza Dhuliawala, Nicholas Fay, Mary Pietrowicz, and Amar Das, “Verbal Protest Recognition in Children with Autism,” International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2017.
Mary Pietrowicz, Mark Hasegawa-Johnson, and Karrie Karahalios, “Discovering Dimensions of Perceived Vocal Expression in Semi-structured, Unscripted Oral History Accounts,” International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2017.
Mary Pietrowicz, Mark Hasegawa-Johnson, and Karrie Karahalios, “ Acoustic correlates for perceived effort levels in male and female acted voices,” J Acoust Soc am Aug;142(2) pp 792-811 (2017).
Mary Pietrowicz, Mark Hasegawa-Johnson, and Karrie Karahalios, “Acoustic Correlates for Perceived Effort Levels in Expressive Speech,” INTERSPEECH 2015.
Mary Pietrowicz and Karrie Karahalios,”Visualizing Vocal Expression,”CHIEA 2014.
Mary Pietrowicz, Danish Chopra, Amin Sadeghi, Puneet Chandra, Brian Bailey, and Karrie Karahalios, ” CrowdBand: An Automated Crowdsourcing Sound Composition System,” Human Computation and Crowdsourcing (HCOMP) 2013.
Jennifer Kim, Melinda Snodgrass, Mary Pietrowicz, Karrie Karahalios, and Jim Halle, “BEDA: Visual analytics for behavioral and physiological data,” Visual Analytics in Health Care (VAHC) 2013.
Mary Pietrowicz and Karrie Karahalios, “Sonic Shapes: Visualizing Vocal Expression,” International Community for Auditory Display (ICAD) 2013.
Mary Pietrowicz and Karrie Karahalios, “Phonetic Shapes: An Interactive, Sonic Guest Book,” CHIEA 2012.
Mary Pietrowicz, Robert E. McGrath, Guy Garnett, and John Toenjes, “Multimedia Gestural Interaction in Performance,” Workshop on Whole Body Interfaces, CHI 2010.
Robert E. McGrath, Mary Pietrowicz, Ben Smith, and Guy Garnett, “Transforming Human Interaction with Virtual Worlds,” Workshop on Computational Creativity Support, CHI 2009.
“Special Edition, Using Java,” First Edition, Que Publishing (contributed book chapter), 1996