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Shinichi Furuya

2 accepted papers

2025

From Pose to Muscle: Multimodal Learning for Piano Hand Muscle Electromyography

NeurIPS 2025poster

Muscle coordination is fundamental when humans interact with the world. Reliable estimation of hand muscle engagement can serve as a source of internal feedback, supporting the development of embodied intelligence and the acquisition of dexterous skills. However, contemporary electromyography (EMG)…

Cited by 0SourceScholar
2025

LLaQo: Towards a Query-Based Coach in Expressive Music Performance Assessment

ICASSP 2025accepted

Research in music understanding has extensively explored composition-level attributes such as key, genre, and instrumentation through advanced representations, leading to cross-modal applications using large language models. However, aspects of musical performance such as stylistic expression and te…

Cited by 0SourceScholar