OpenCodePapers

sound-event-detection-on-desed

Sound Event Detection
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PaperCodeevent-based F1 scorePSDS1PSDS2ModelNameReleaseDate
Fine-tune the pretrained ATST model for sound event detection✓ Link63.40.5830.810ATST-SED2023-09-15
Dual Knowledge Distillation for Efficient Sound Event Detection55.60.4740.698SE-CRNN-16 with DualKD2024-02-05
Frequency Dynamic Convolution: Frequency-Adaptive Pattern Recognition for Sound Event Detection✓ Link54.00.4520.670FDY-CRNN2022-03-29
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection✓ Link50.7HTS-AT2022-02-02
RCT: Random Consistency Training for Semi-supervised Sound Event Detection✓ Link49.620.43950.6711RCT2021-10-21
Heavily Augmented Sound Event Detection utilizing Weak Predictions✓ Link49.60.43360.8161FiltAug SED2021-07-08
Improving Sound Event Detection In Domestic Environments Using Sound Separation✓ Link40.7SED-SSep baseline dcase task 4 2020 v22020-07-08
Training Sound Event Detection On A Heterogeneous Dataset✓ Link39.0Baseline dcase task 4 2020 v22020-07-08
Sound event detection in domestic environments withweakly labeled data and soundscape synthesis✓ Link25.8Baseline2019-10-26
MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection✓ Link0.5870.896MAT-SED2024-08-16
JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection✓ Link0.584JiTTER2025-02-28
Pushing the Limit of Sound Event Detection with Multi-Dilated Frequency Dynamic Convolution✓ Link0.577ABC + MDFD-CRNN2024-06-19
Pushing the Limit of Sound Event Detection with Multi-Dilated Frequency Dynamic Convolution✓ Link0.485MDFD-CRNN2024-06-19
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