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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

Juhan Nam

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2 papers indexed here

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Review Oct 2026

PitchIn: Natural-Language Vocal Coaching from Unstructured Community Feedback

PitchIn, audio-language models for natural-language vocal coaching, and the PeerCoach Dataset are introduced: 14,445 instruction examples covering Focused QA, Overall Feedback, and Recognition QA and significantly preferred for usefulness.

Hayeon Bang, Hounsu Kim, Joonyong Park et al. · 0 citations
Preprint Aug 2026

VocalCoachBench: Benchmarking Audio-Language Models on Expert Feedback for Singing

VocalCoachBench is introduced, a benchmark for evaluating audio-language models on expert vocal coaching feedback for singing, moving audio-language evaluation beyond description toward analytic feedback.

Hayeon Bang, Hounsu Kim, Wonil Kim et al. · 1 citation

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