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A Canary songbird. Photo by Héctor Berganza on Pexels.
 
Research

Leveraging AI models, neuroscientists parse birdsongs to better understand human speech

A new AI tool from the Knight Campus, called TweetyBERT, can automatically segment and classify the songs of canaries, and it might change our understanding of how the brain learns and processes language.

To understand how humans and other animals learn, organize, and produce complex vocalizations, neuroscientists have long studied canary song birds, who have incredibly detailed and structured songs that they can re-learn over time.  For decades, scientists have manually decoded canary songs syllable by syllable, but Tim Gardner, an associate professor of bioengineering at the Knight Campus, believed a computer could do it better.

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Knight Campus Building 2 opened to the public on Monday, March 30. Building 2 is part of the second phase of Knight Campus development, a 185,000-square-foot, multi-story bioengineering and applied science research facility.

New tools for recording brain activity, developed in the Knight Campus lab of Felix Deku could one day decode Parkinson's, Alzheimer’s and other neurodegenerative diseases.

A recording of the Winter 2026 Robert Family Entrepreneurship Speaker Series with Michael J. Weickert, held on Feb. 19, 2026, is now live on YouTube

The Industry, Innovation and Translation team in the Office of the Vice President for Research and Innovation recently hosted the first Golden Egg awards to honor university innovators. Knight Campus members were recognized for the being National Academy of Inventors fellows and patent holders. 

Two bioengineers from the Phil and Penny Knight Campus for Accelerating Scientific Impact have been elected to leadership positions in the Tissue Engineering and Regenerative Medicine International Society (TERMIS), a group dedicated to advancing tissue engineering and regenerative medicine worldwide to improve patient outcomes globally.

The Knight Campus Department of Bioengineering is fast becoming an irresistible destination for high-performing faculty and students. Read more about all of the ways we are pushing the boundaries of discovery, innovation, and impact in the BioE Annual Report 2025.

MKS Instruments has renewed its commitment to student success with a five-year pledge to the Knight Campus Graduate Internship Program’s (KCGIP) Inclusion Initiative

Get to know one of our newest hires! Therapeutic ultrasound engineer Sara Keller joined the department in January 2026, bringing new techniques and applications for image-guided therapeutic ultrasound.

Get to know one of our newest hires! Nanomaterial immunoengineer  David Peeler joined the department in January 2026, bringing research with the potential to improve antimicrobials, immunotherapies and vaccines.

The iGEM team based in the Knight Campus is seeking undergraduate students and mentors for their 2026 synthetic-biology related project. iGEM is an organization that hosts a yearly synthetic biology competition between student-led teams from around the world. Apply by January 18th!

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