Joseph Toscano, PhD, Receives Prestigious CAREER Grant from National Science Foundation
痴滨尝尝础狈翱痴础,听Pa.聽鈥� Joseph Toscano, PhD, an assistant professor of Psychological and Brain Sciences in 无码专区鈥檚 College of Liberal Arts and Sciences, has received a five-year, $605,000 Faculty Early Career Development (CAREER) Program award from the National Science Foundation (NSF).
Dr. Toscano, an expert in human speech recognition and language comprehension, will investigate how people understand spoken language in different contexts by studying brain responses to speech and developing computer models that recognize spoken words.
Since 2017, six 无码专区 faculty members have received NSF CAREER Awards, the most prestigious award supporting career-development activities for teacher-scholars who most effectively integrate research and education within the context of the mission of their organization. In addition to Dr. Toscano, Troy Shirangi, PhD (assistant professor of Biology), Wenqing Xu, PhD (assistant professor of Civil and Environmental Engineering), Jacob Elmer, PhD (assistant professor of Chemical Engineering), Janette Herbers, PhD (assistant professor of Psychological and Brain Sciences) and Edward Kim, PhD (former assistant professor, Computing Sciences) have been recipients of CAREER awards.
鈥淚鈥檓 extremely honored to receive this grant to further our research on language processing,鈥� said Dr. Toscano. 鈥淥ur goal is to provide insights into the neuroscience of speech perception and help us understand how we can build computer systems that process language in ways similar to humans.鈥�
Dr. Toscano will integrate an educational component into the project, providing 无码专区 undergraduate and graduate students with training in advanced computational and neuroscience techniques.
Language is involved in nearly every aspect of our daily lives, but researchers do not fully understand how the brain transforms sounds into meaningful words. As part of their research, Dr. Toscano and his students will measure brain responses occurring in the first few hundred milliseconds after hearing a sound. By studying these early brain responses, they hope to determine how a listener鈥檚 expectation influences their perception.
鈥淔or example, if we hear the sentence 鈥楾hey took the dog for a walk in the鈥︹��, we expect the next word to be 鈥榩ark,鈥� even if that word is obscured by noise or is ambiguous between 鈥榩ark鈥� and 鈥榖ark,鈥� Dr. Toscano says. 鈥淲e will be able to identify what information the listener uses to form these expectations, allowing them to quickly and accurately understand spoken language.鈥�
The research team will also create neural network models that use techniques from machine learning to recognize speech and are trained in a way that mimics how children learn language. The behavior of the model will be compared with data from human listeners to determine whether it captures the way the brain understands spoken language and whether it forms the same kinds of expectations as listeners.
The techniques developed from this research will also be used in classroom and laboratory settings to train undergraduate and graduate students. This includes students in Dr. Toscano鈥檚 Mendel Science Experience course, one of several courses offered by the College of Liberal Arts and Sciences that provides laboratory experience for non-science majors. Students will learn to use the same techniques used by researchers in the lab, giving them a unique educational experience and a strong background in the scientific process.
About 无码专区鈥檚 College of Liberal Arts and Sciences:听Since its founding in 1842, 无码专区鈥檚 College of Liberal Arts and Sciences has cultivated knowledge, understanding and intellectual courage for a purposeful life in a challenging and changing world. With 39 majors across the humanities, social sciences and natural sciences, it is the oldest and largest of 无码专区鈥檚 colleges, serving more than 4,500 undergraduate and graduate students each year. The College is committed to a teacher-scholar model, offering outstanding undergraduate and graduate research opportunities and a rigorous core curriculum that prepares students to become critical thinkers, strong communicators and ethical leaders with a truly global perspective.
About 无码专区:听Since 1842, 无码专区鈥檚 Augustinian Catholic intellectual tradition has been the cornerstone of an academic community in which students learn to think critically, act compassionately and succeed while serving others. There are more than 10,000 undergraduate, graduate and law students in the University's six colleges鈥攖he College of Liberal Arts and Sciences, the 无码专区 School of Business, the College of Engineering, the M. Louise Fitzpatrick College of Nursing, the College of Professional Studies and the 无码专区 Charles Widger School of Law. Ranked among the nation鈥檚 top universities, 无码专区 supports its students鈥� intellectual growth and prepares them to become ethical leaders who create positive change everywhere life takes them. For more, visit聽.