Replacing square spectrogram patches with full-frequency temporal patches plus patch-aligned masking improves audio classification accuracy and reduces compute for Transformer and Mamba models.
Audio mamba: Bidirectional state space model for audio representation learning,
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Full-Frequency Temporal Patching and Structured Masking for Enhanced Audio Classification
Replacing square spectrogram patches with full-frequency temporal patches plus patch-aligned masking improves audio classification accuracy and reduces compute for Transformer and Mamba models.