Events
Past Event
WED@NICO SEMINAR: Michelle Birkett, Feinberg School of Medicine "Structural Inequities across Layers of Social Context as Drivers of HIV"
Northwestern Institute on Complex Systems (NICO)
12:00 PM
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Lower Level, Chambers Hall
Details
Speaker:
Michelle Birkett, Associate Professor, Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University
Title:
Structural Inequities across Layers of Social Context as Drivers of HIV
Abstract:
Black young men who have sex with men (YMSM) experience massive HIV disparities but the reasons for these disparities are unknown. In this talk I describe our approach to understanding these disparities through the measurement of the social and contextual systems around individuals. Specifically, through utilizing empirical data we have produced large-scale simulations of the movements and sexual partnerships of a synthetic population of YMSM and transgender women in Chicago. Our results indicate racial differences in the places where folks spend time, and suggest that differences in collocation facilitate infectious disease disparities by shaping sexual partnership in ways which pool HIV risk.
Speaker Bio:
Michelle Birkett is a tenured associate professor in the Departments of Medical Social Sciences and Preventive Medicine. She directs the Center for Computational and Social Sciences in Health (COMPASS) within the Institute for Artificial Intelligence in Medicine (I.AIM), which aims to foster connection between data science, social science and population health across Northwestern. For nearly 10 years she directed the CONNECT Complex Systems and Health Disparities Research Program within the IMPACT Institute. Dr. Birkett’s research uses network and quantitative methodologies to understand the social contextual influence of stigma on the health and wellbeing of marginalized populations, and in particular, sexual and gender minority youth. This work is influenced by a multilevel perspective of health that considers direct and indirect influences of multiple levels of the social and physical environment. This multilevel approach to understanding health underlies her interest in network data and her commitment to conducting research that leads to social change at multiple levels of society to eliminate health disparities.
Dr. Birkett has led multiple NIH-funded projects and has a wealth of expertise in the collection and analysis of network data. She is an NIH Career Awardee for her work understanding network, multilevel, and contextual influences on racial disparities in HIV within young men who have sex with men. She also directs Network Canvas, a software development project which seeks to simplify the collection and streamline the management of social data, thereby allowing health researchers to assess more nuanced associations between social contextual factors and disease. An author of more than 85 articles, Birkett's work has appeared in academic journals like The American Journal of Public Health, The Journal of Acquired Immune Deficiency Syndrome, The Journal of Adolescent Health, Social Networks, as well as popular outlets such as The Atlantic, Reuters, and Wired. In 2018 she was selected as an inaugural member of the New Voices Program of The National Academies of Sciences, Engineering, and Medicine, a initiative to promote new and diverse scientific voices within the National Academies.
Location:
In person: Chambers Hall, 600 Foster Street, Lower Level
Remote option: https://northwestern.zoom.us/j/92223012626
About the Speaker Series:
Wednesdays@NICO is a vibrant weekly seminar series focusing broadly on the topics of complex systems, networks, and artificial intelligence. It brings together attendees ranging from graduate students to senior faculty who span all of the schools across Northwestern, from applied math to sociology to biology and every discipline in-between. Please visit: https://bit.ly/WedatNICO for information on future speakers.
Time
Wednesday, April 22, 2026 at 12:00 PM - 1:00 PM
Location
Lower Level, Chambers Hall Map
Contact
Calendar
Northwestern Institute on Complex Systems (NICO)
Data Science Nights - MAY 2026 - Speaker: Xudong Tang, Computer Science and NICO
Northwestern Institute on Complex Systems (NICO)
5:30 PM
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M416, Technological Institute
Details
MAY MEETING: Thursday, May 28, 2026 at 5:30pm (US Central)
LOCATION:
ESAM Conference Room, Tech M416
2145 Sheridan Road, Evanston, IL 60208
AGENDA:
5:30pm - Meet and greet with refreshments
6:00pm - Talk with Xudong Tang, PhD Student, Computer Science, NICO, and the Human-AI Collaboration Lab, Northwestern University
TALK TITLE:
Human and Machine Perception of Voice Similarity
ABSTRACT:
Modern voice cloning systems generate synthetic speech that listeners frequently cannot identify as being synthetic. But a voice can sound natural without sounding like the intended person, and what determines whether a clone is heard as a particular person is an open question. Here we report a large-scale preregistered experiment in which we collected 92,239 responses from 175 participants on their perception of pairs of real recordings, voice clones, and continuously morphed voices drawn from 100 contemporary celebrities across 20 speaker groups. We find that voice clones do not reliably preserve perceived speaker identity, reducing same-speaker judgments by 12.7 percentage points even though the clones are produced by a state-of-the-art text-to-speech model, while leaving different-speaker judgments unchanged. Using continuously morphed stimuli, we find that speakers vary substantially in how much variation their perceived identity tolerates, and that this variation is not predicted by speaker demographics. Speaker embeddings account for 58.9\% (95\% CI = [55.7, 61.9]) of variance in identity judgments, which is more than acoustic features, social attributes, and clone status combined. Once all these observed features are accounted for, clone status adds no additional predictive power. These results shows that the perceptual impact of voice cloning is positional rather than categorical: we can model how listeners judge a voice by how close it falls to the perceptual boundary that defines each speaker's recognizable voice, applying the same criterion to real and synthetic speech alike.
DATA SCIENCE NIGHTS are monthly meetings featuring presentations and discussions about data-driven science and complex systems, organized by Northwestern University graduate students and scholars. Students and researchers of all levels are welcome! For more information: http://bit.ly/nico-dsn
FUTURE DATES:
Data Science Nights will return in September!
Time
Thursday, May 28, 2026 at 5:30 PM - 7:00 PM
Location
M416, Technological Institute Map
Contact
Calendar
Northwestern Institute on Complex Systems (NICO)
Spring 2026 Commencement
University Academic Calendar
All Day
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Spring 2026 Commencement
Time
Sunday, June 14, 2026
Contact
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University Academic Calendar
Juneteenth - University Closed
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Juneteenth - University Closed
Time
Friday, June 19, 2026
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University Academic Calendar
Independence Day (observed) - University Closed
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All Day
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Independence Day (observed) - University Closed
Time
Friday, July 3, 2026
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Fall 2026 Classes Begin
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All Day
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Fall 2026 Classes Begin
Time
Wednesday, September 23, 2026
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University Academic Calendar