HyperAI超神経
ホームニュース最新論文チュートリアルデータセット百科事典SOTALLMモデルGPU ランキング学会
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HyperAI超神経

Sound Event Detection On Desed

評価指標

event-based F1 score

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
event-based F1 score
Paper TitleRepository
HTS-AT50.7HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection-
ABC + MDFD-CRNN-Pushing the Limit of Sound Event Detection with Multi-Dilated Frequency Dynamic Convolution
RCT49.62RCT: Random Consistency Training for Semi-supervised Sound Event Detection
MAT-SED-MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection
Baseline25.8Sound event detection in domestic environments withweakly labeled data and soundscape synthesis
ATST-SED63.4Fine-tune the pretrained ATST model for sound event detection
FDY-CRNN54.0Frequency Dynamic Convolution: Frequency-Adaptive Pattern Recognition for Sound Event Detection-
SE-CRNN-16 with DualKD55.6Dual Knowledge Distillation for Efficient Sound Event Detection-
SED-SSep baseline dcase task 4 2020 v240.7Improving Sound Event Detection In Domestic Environments Using Sound Separation
MDFD-CRNN-Pushing the Limit of Sound Event Detection with Multi-Dilated Frequency Dynamic Convolution
Baseline dcase task 4 2020 v239.0Training Sound Event Detection On A Heterogeneous Dataset
FiltAug SED49.6Heavily Augmented Sound Event Detection utilizing Weak Predictions
JiTTER-JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection
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