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Semi-supervsied Learning-based Sound Event Detection using Freuqency
  Dynamic Convolution with Large Kernel Attention for DCASE Challenge 2023 Task
  4

Semi-supervsied Learning-based Sound Event Detection using Freuqency Dynamic Convolution with Large Kernel Attention for DCASE Challenge 2023 Task 4

10 June 2023
Ji Woon Kim
Sangho Son
Yoon-Gue Song
Hyeongju Kim
Ilhyeon Song
Jeong Eun Lim
ArXiv (abs)PDFHTML

Papers citing "Semi-supervsied Learning-based Sound Event Detection using Freuqency Dynamic Convolution with Large Kernel Attention for DCASE Challenge 2023 Task 4"

12 / 12 papers shown
Title
Exploring the Potential of SSL Models for Sound Event Detection
Exploring the Potential of SSL Models for Sound Event Detection
Hanfang Cui
Longfei Song
Li Li
Dongxing Xu
Yanhua Long
93
0
0
17 May 2025
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection
Hyeonuk Nam
Yong-Hwa Park
54
0
0
17 Apr 2025
Formula-Supervised Sound Event Detection: Pre-Training Without Real Data
Formula-Supervised Sound Event Detection: Pre-Training Without Real Data
Yuto Shibata
Keitaro Tanaka
Yoshiaki Bando
Keisuke Imoto
Hirokatsu Kataoka
Yoshimitsu Aoki
66
0
0
06 Apr 2025
JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection
JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection
Hyeonuk Nam
Yong-Hwa Park
80
1
0
28 Feb 2025
MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based
  Pre-training for Sound Event Detection
MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection
Pengfei Cai
Yan Song
Kang Li
Haoyu Song
Ian Mcloughlin
76
6
0
16 Aug 2024
Improving Audio Spectrogram Transformers for Sound Event Detection
  Through Multi-Stage Training
Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training
Florian Schmid
Paul Primus
T. Morocutti
Jonathan Greif
Gerhard Widmer
103
6
0
17 Jul 2024
Self Training and Ensembling Frequency Dependent Networks with Coarse
  Prediction Pooling and Sound Event Bounding Boxes
Self Training and Ensembling Frequency Dependent Networks with Coarse Prediction Pooling and Sound Event Bounding Boxes
Hyeonuk Nam
D. Min
Seungdeok Choi
Inhan Choi
Yong-Hwa Park
64
3
0
22 Jun 2024
Pushing the Limit of Sound Event Detection with Multi-Dilated Frequency
  Dynamic Convolution
Pushing the Limit of Sound Event Detection with Multi-Dilated Frequency Dynamic Convolution
Hyeonuk Nam
Yong-Hwa Park
56
5
0
19 Jun 2024
Diversifying and Expanding Frequency-Adaptive Convolution Kernels for
  Sound Event Detection
Diversifying and Expanding Frequency-Adaptive Convolution Kernels for Sound Event Detection
Hyeonuk Nam
Seong-Hu Kim
D. Min
Junhyeok Lee
Yong-Hwa Park
71
3
0
08 Jun 2024
Performance and energy balance: a comprehensive study of
  state-of-the-art sound event detection systems
Performance and energy balance: a comprehensive study of state-of-the-art sound event detection systems
Francesca Ronchini
Romain Serizel
54
11
0
05 Oct 2023
Fine-tune the pretrained ATST model for sound event detection
Fine-tune the pretrained ATST model for sound event detection
Nian Shao
Xian Li
Xiaofei Li
70
27
0
15 Sep 2023
Post-Processing Independent Evaluation of Sound Event Detection Systems
Post-Processing Independent Evaluation of Sound Event Detection Systems
Janek Ebbers
Reinhold Haeb-Umbach
Romain Serizel
74
7
0
27 Jun 2023
1