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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

Varsha Rallapalli

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2 papers indexed here

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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
Open access Jan 2026

Effects of Source-Specific Dynamic Range Compression on Sound Quality for Individuals With Hearing Loss

The results are generally supported by acoustic metrics, indicating more effective compression and higher output SBRs, especially at lower input SBRs, and reduced across-source modulation correlations with independent DRC.

Varsha Rallapalli, Catherine Steinwachs, R. Corey · 0 citations

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