Seed: Sound Event Early Detection Via Evidential Uncertainty

Author:

Zhao Xujiang1,Zhang Xuchao2,Cheng Wei2,Yu Wenchao2,Chen Yuncong2,Chen Haifeng2,Chen Feng1

Affiliation:

1. University of Texas,Dallas

2. NEC Laboratories America

Publisher

IEEE

Reference20 articles.

1. Uncertainty Characteristics of Subjective Opinions

2. Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation

3. Multifaceted uncertainty estimation for label-efficient deep learning;shi;Advances in neural information processing systems,2020

4. Multidimensional uncertainty-aware evidential neural networks;hu;Proceedings of the AAAI Conference on Artificial Intelligence,2021

5. Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis

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1. A survey on uncertainty reasoning and quantification in belief theory and its application to deep learning;Information Fusion;2024-01

2. 2nd Workshop on Uncertainty Reasoning and Quantification in Decision Making;Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2023-08-04

3. Towards Trustworthy Multi-Label Sewer Defect Classification via Evidential Deep Learning;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

4. Multi-Label Temporal Evidential Neural Networks for Early Event Detection;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

5. Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio- Visual Event Perception;2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR);2023-06

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