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cs.SD2026
MMAudio-LABEL: Audio Event Labeling via Audio Generation for Silent Video
Kazuya Tateishi, Akira Takahashi, Atsuo Hiroe +3
Recent advances in multimodal generation have enabled high-quality audio generation from silent videos. Practical applications, such as sound production, demand not only the genera…
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…