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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

Taemin Cho

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Preprint Sep 2026

Harmonica: Accurate and Lightweight Instrument-Agnostic Music Transcription

This paper introduces Harmonica, a family of instrument-agnostic music transcription models built around multi-depth harmonic convolution. At each model scale, Harmonica achieves the best performance among the evaluated models: the x-large model attains state-of-the-art performance in instrument-agnostic transcription,...

Long-Shen Ou, Héctor Martel, Joe Hennessy-Priest et al. · 0 citations
Jul 2026

Probing Low-Level Acoustic Attribute Encoding in CLAP Audio Embeddings

This work analyzes CLAP audio embeddings through a probing framework, studying the encoding of three fundamental perceptual dimensions: reverberation, loudness, and spectral content, measured via spectral centroid (SC) and relative pitch (RP).

Héctor Martel, Joe Hennessy-Priest, Taemin Cho · 1 citation

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