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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yu-Cheng Lin

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Conference Jul 2026

Style-aware data augmentation for deep learning on symbolic music

A style-aware data augmentation framework that combines rule-based design with statistical constraints, applied to small-scale, highly constrained Jiangnan symbolic music generation tasks is proposed, demonstrating the need for carefully designed augmentation strategies in highly constrained symbolic music generation tasks.

Yung-Ching Tseng, Yu-Chia Wang, Yung-An Chen et al. · 0 citations
Open access 2026

From Simple Auditory Inspection to Acoustic Feature Extraction of Drone Brushless Motors

An objective, multi-dimensional acoustic feature extraction framework to provide scientific, quantified data that supports human judgment, thereby enhancing diagnostic accuracy and providing a robust scientific basis to assist operators in making more consistent and precise assessments of UAV health.

Yan An Lin, Ming-Lang Yeh, Yu-Cheng Lin · 0 citations

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