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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

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Wonil Kim

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Preprint Aug 2026

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

Recent audio-language models are increasingly evaluated on recognizing, describing, and reasoning about audio, but expert-facing applications require a different capability: producing feedback that identifies problems and suggests corrective actions grounded in the input. We introduce VocalCoachBench, a benchmark for e...

Hayeon Bang, Hounsu Kim, Wonil Kim et al. · 0 citations

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