A Mutual learning framework for Few-shot Sound Event Detection

A Mutual learning framework for Few-shot Sound Event Detection

9 October 2021

Dongchao Yang

Helin Wang

Papers citing "A Mutual learning framework for Few-shot Sound Event Detection"

12 / 12 papers shown

Title
Synthetic data enables context-aware bioacoustic sound event detection Benjamin Hoffman David Robinson Marius Miron V. Baglione D. Canestrari Damian Elias Eva Trapote Olivier Pietquin 32 0 0 01 Mar 2025
Adaptive Learning via a Negative Selection Strategy for Few-Shot Bioacoustic Event Detection Yaxiong Chen Xueping Zhang Yunfei Zi Shengwu Xiong 33 0 0 23 Sep 2024
Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor Yongjie Si Yanxiong Li Jialong Li Jiaxin Tan Qianhua He 16 2 0 12 Jun 2024
Multitask frame-level learning for few-shot sound event detection Liang Zou Genwei Yan Ruoyu Wang Jun Du Meng Lei Tian Gao Xin Fang 14 1 0 17 Mar 2024
Channel-Spatial-Based Few-Shot Bird Sound Event Detection Lingwen Liu Yuxuan Feng Haitao Fu Yajie Yang Xin Pan Chenlei Jin 20 0 0 18 Jun 2023
Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes Wei-xin Xie Yanxiong Li Qianhua He Wenchang Cao Tuomas Virtanen CLL 12 6 0 29 May 2023
Zero-shot Sound Event Classification Using a Sound Attribute Vector with Global and Local Feature Learning Yi-Han Lin Xun-Yu Chen R. Takashima T. Takiguchi 11 2 0 18 Mar 2023
Learning from Taxonomy: Multi-label Few-Shot Classification for Everyday Sound Recognition Jinhua Liang Huy P Phan Emmanouil Benetos 24 11 0 17 Dec 2022
Surrey System for DCASE 2022 Task 5: Few-shot Bioacoustic Event Detection with Segment-level Metric Learning Haohe Liu Xubo Liu Xinhao Mei Qiuqiang Kong Wenwu Wang Mark D. Plumbley 21 9 0 21 Jul 2022
Segment-level Metric Learning for Few-shot Bioacoustic Event Detection Haohe Liu Xubo Liu Xinhao Mei Qiuqiang Kong Wenwu Wang Mark D. Plumbley 10 8 0 15 Jul 2022
RaDur: A Reference-aware and Duration-robust Network for Target Sound Detection Dongchao Yang Helin Wang Zhongjie Ye Yuexian Zou Wenwu Wang 24 0 0 05 Apr 2022
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? Malik Boudiaf H. Kervadec Imtiaz Masud Ziko Pablo Piantanida Ismail Ben Ayed Jose Dolz VLM 169 187 0 11 Dec 2020