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Yuki Mitsufuji

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#machine learning Preprint Sep 2026

Iterative Audio Separation with Mixture Consistency via MIMO Model Extension

A general framework for stable and effective iterative audio separation with mixture consistency is proposed by extending source separation models to a multi-input multi-output (MIMO) configuration and introduces iterative prediction without compromising the architectural advantages or the characteristics of mixture co...

Yukara Ikemiya, Wei-Hsiang Liao, Yuki Mitsufuji · 0 citations

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