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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Erol J. Ozmeral

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Aug 2026

Cognitive factors influencing outcomes with advanced noise management

This study aims to characterize how individual cognitive abilities influence outcomes with DNN relative to adaptive beamforming across acoustic scenes, indicating that on average beamforming results in higher intelligibility with two-talker maskers, whereas DNN provides better intelligibility in diffuse noise and for o...

Varsha Rallapalli, Sophia Kreismer, Erol J. Ozmeral · 0 citations
Aug 2026

Comparison of electroencephalography technologies on neural speech tracking in quiet and competing speech

A comprehensive assessment of a research-grade system with wet electrodes compared to an open-source system with dry electrodes is provided, which may provide clearer implications for future advancements in real-world application, such as “neuro-steered” hearing devices.

Zenzele Thomas, Erol J. Ozmeral · 0 citations
Aug 2026

Improvement in speech-in-noise listening with deep neural network enabled hearing aids

The results reported here demonstrate the benefits of unique noise reduction features to improve listener performance across multiple objective measures, and listener variability may in part be explained by suprathreshold and cognitive abilities.

Erol J. Ozmeral, Carrie A. Secor, Nathan C. Higgins · 0 citations

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