Publications by authors named "Gregory A Ciccarelli"
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Synopsis of recent research by authors named "Gregory A Ciccarelli"
- Gregory A Ciccarelli's research focuses on enhancing hearing protection and speech perception in noisy environments, leveraging advanced neural network techniques to develop tailored solutions for hearing-impaired individuals.
- His work includes creating a deep neural network classifier that estimates the effectiveness of hearing protection devices (HPDs) based on fit and attenuation, addressing the real-world challenges of proper usage and training of HPD users.
- Additionally, Ciccarelli has developed systems like the Binaural Enhancement via Attention Masking Network (BEAMNET), which aims to improve communication by enabling speaker separation and noise suppression, adapting to the listener's cognitive focus in dynamic auditory environments.