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Research & publications

Count on us to help keep you up to speed on the latest research, trends and hearing health technology.

About Starkey Research

Our researchers at Starkey are leaders in developing innovative hearing aid technology and exploring important questions about hearing loss, balance, cognition, and the connections between hearing and socialization. Bringing together expertise in clinical audiology, psychoacoustics, cognitive psychology, acoustical engineering, and advanced statistics, our team aims to continually improve the lives of patients by ensuring that our technologies provide opportunities for a healthy lifestyle, social participation, and excellent, effortless hearing.

Volunteers from the local community, with and without hearing loss, work in partnership with our researchers to provide insightful feedback and data on the benefits of our newest hearing technology, signal processing algorithms, healthable technologies, smart sensors, and intelligent assistant features. Through this research we continue to redefine what a hearing aid can do — for example, by using state-of-the-art machine learning techniques to make the experience of listening in noisy environments less challenging and effortful, and by using sensors to detect falls. 

Besides pushing the boundaries on hearing aid technology, our researchers also work to verify and validate every feature, ensure usability, and develop evidence-based audiological practices. In short, the research team at Starkey truly helps to define what it is to Hear Better, Live Better.

Starkey’s research facility is located at our global headquarters in Eden Prairie, Minnesota.

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Recent publications

Optimizing sound quality through deep learning control of compression

Optimizing Sound Quality through deep learning control of compression

Starkey’s DNN Dual Compressor is designed to optimize audibility while helping preserve sound quality and listening comfort. Laboratory and field clinical evaluations found participants reported a better balance of audibility, sound quality, and listening preference compared to previous technology.
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Brain-inspired philosophy for DNN-driven sound processing

Starkey’s Quad DNN Architecture is inspired by the way multiple neural systems in the brain work together and uses deep neural network technology to dynamically adapt and respond to changing acoustic conditions.
DNN 360 for dual microphone custom devices

DNN 360 for dual microphone custom devices

Starkey’s flagship innovation, DNN 360, was retrained to account for the acoustic nuances of custom fittings and real-world variability. Clinical research demonstrated a significant reduction in listening effort compared to Starkey’s previous generation directionality technology.