Fine-tune the pretrained ATST model for sound event detection

15 September 2023

Papers citing "Fine-tune the pretrained ATST model for sound event detection"

21 / 21 papers shown

Title
TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining Paul Primus Florian Schmid Gerhard Widmer CLIP AI4TS VLM 26 0 0 12 May 2025
Formula-Supervised Sound Event Detection: Pre-Training Without Real Data Yuto Shibata Keitaro Tanaka Yoshiaki Bando Keisuke Imoto Hirokatsu Kataoka Yoshimitsu Aoki 26 0 0 06 Apr 2025
Exploring Performance-Complexity Trade-Offs in Sound Event Detection T. Morocutti Florian Schmid Jonathan Greif Francesco Foscarin Gerhard Widmer 36 0 0 14 Mar 2025
Robust detection of overlapping bioacoustic sound events Louis Mahon Benjamin Hoffman Logan S James M. Cusimano Masato Hagiwara Sarah C Woolley Olivier Pietquin 62 0 0 04 Mar 2025
JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection Hyeonuk Nam Yong-Hwa Park 31 1 0 28 Feb 2025
Prototype based Masked Audio Model for Self-Supervised Learning of Sound Event Detection Pengfei Cai Yan Song Nan Jiang Qing Gu Ian Mcloughlin 30 2 0 26 Sep 2024
Language-based Audio Moment Retrieval Hokuto Munakata Taichi Nishimura Shota Nakada Tatsuya Komatsu 28 1 0 24 Sep 2024
Effective Pre-Training of Audio Transformers for Sound Event Detection Florian Schmid T. Morocutti Francesco Foscarin Jan Schluter Paul Primus Gerhard Widmer ViT 23 2 0 14 Sep 2024
Unified Audio Event Detection Yidi Jiang Ruijie Tao Wen Huang Qian Chen Wen Wang 33 0 0 13 Sep 2024
MTDA-HSED: Mutual-Assistance Tuning and Dual-Branch Aggregating for Heterogeneous Sound Event Detection Zehao Wang Haobo Yue Zhicheng Zhang Da Mu Jin Tang Jianqin Yin 22 0 0 10 Sep 2024
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 18 5 0 16 Aug 2024
Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training Florian Schmid Paul Primus T. Morocutti Jonathan Greif Gerhard Widmer 24 5 0 17 Jul 2024
AND: Audio Network Dissection for Interpreting Deep Acoustic Models Tung-Yu Wu Yu-Xiang Lin Tsui-Wei Weng 43 1 0 24 Jun 2024
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 29 3 0 22 Jun 2024
Pushing the Limit of Sound Event Detection with Multi-Dilated Frequency Dynamic Convolution Hyeonuk Nam Yong-Hwa Park 26 5 0 19 Jun 2024
Sound Event Bounding Boxes Janek Ebbers François G. Germain G. Wichern Jonathan Le Roux 24 12 0 06 Jun 2024
Frequency-aware convolution for sound event detection Tao Song CVBM 22 0 0 20 Mar 2024
Full-frequency dynamic convolution: a physical frequency-dependent convolution for sound event detection Haobo Yue Zhicheng Zhang Da Mu Yonghao Dang Jianqin Yin Jin Tang 15 0 0 10 Jan 2024
AST-SED: An Effective Sound Event Detection Method Based on Audio Spectrogram Transformer Kang Li Yan Song Lirong Dai Ian Mcloughlin Xin Fang Lin Liu 21 22 0 07 Mar 2023
Threshold Independent Evaluation of Sound Event Detection Scores Janek Ebbers Romain Serizel Reinhold Haeb-Umbach 22 41 0 31 Jan 2022
RCT: Random Consistency Training for Semi-supervised Sound Event Detection Nian Shao Erfan Loweimi Xiaofei Li 21 13 0 21 Oct 2021