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cs.SD2023
Extending Audio Masked Autoencoders Toward Audio Restoration
Zhi Zhong, Hao Shi, Masato Hirano +5
Audio classification and restoration are among major downstream tasks in audio signal processing. However, restoration derives less of a benefit from pretrained models compared to…
cs.SD2023
An Attention-based Approach to Hierarchical Multi-label Music Instrument Classification
Zhi Zhong, Masato Hirano, Kazuki Shimada +3
Although music is typically multi-label, many works have studied hierarchical music tagging with simplified settings such as single-label data. Moreover, there lacks a framework to…