Replacing the Conformer decoder in pretrained PSELDnet with a bidirectional Mamba plus asymmetric convolution reports 39.6% versus 38.2% stereo SELD F20 on the DCASE2025 development set, using 76M versus 210M parameters.
FMSG- JLESS submission for DCASE 2024 task4 on sound event detection with heterogeneous training dataset and potentially missing labels,
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Enhancing Stereo Sound Event Detection with BiMamba and Pretrained PSELDnet
Replacing the Conformer decoder in pretrained PSELDnet with a bidirectional Mamba plus asymmetric convolution reports 39.6% versus 38.2% stereo SELD F20 on the DCASE2025 development set, using 76M versus 210M parameters.