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Cross-task learning for audio tagging, sound event detection spatial localization: DCASE 2019 baseline systems

11 April 2019

Papers citing "Cross-task learning for audio tagging, sound event detection spatial localization: DCASE 2019 baseline systems"

25 / 25 papers shown

Title
A Multi-task Learning Balanced Attention Convolutional Neural Network Model for Few-shot Underwater Acoustic Target Recognition Wenjie Huang Shumeng Sun Junpeng Lu Zhenpeng Xu Zhengyang Xiu Hao Zhang 46 0 0 17 Apr 2025
CNN-based Robust Sound Source Localization with SRP-PHAT for the Extreme Edge Jun Yin Marian Verhelst 195 1 0 03 Mar 2025
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation M. Gauy Natalia Hitomi Koza Ricardo Mikio Morita Gabriel Rocha Stanzione Arnaldo Cândido Júnior L. Berti A. S. Levin E. Sabino F. Svartman Marcelo Finger 54 0 0 30 Jul 2024
Pretrained audio neural networks for Speech emotion recognition in Portuguese M. Gauy Marcelo Finger 39 4 0 26 Oct 2022
Representation Learning for the Automatic Indexing of Sound Effects Libraries Alison B. Ma Alexander Lerch 60 0 0 18 Aug 2022
PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit Hui Zhang Tian Yuan Junkun Chen Xintong Li Renjie Zheng ... Zeyu Chen Xiaoguang Hu Dianhai Yu Yanjun Ma Liang Huang AuLLM 74 28 0 20 May 2022
A Squeeze-and-Excitation and Transformer based Cross-task System for Environmental Sound Recognition Jisheng Bai Jianfeng Chen Mou Wang Muhammad Saad Ayub 56 9 0 16 Mar 2022
Transferring Voice Knowledge for Acoustic Event Detection: An Empirical Study Dawei Liang Yangyang Shi Yun Wang Nayan Singhal Alex Xiao Jonathan Shaw Edison Thomaz Ozlem Kalinli M. Seltzer 48 4 0 07 Oct 2021
Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging Zhiling Zhang Zelin Zhou Haifeng Tang Guangwei Li Mengyue Wu Kenny Q. Zhu 129 4 0 03 Oct 2021
A Survey of Sound Source Localization with Deep Learning Methods Pierre-Amaury Grumiaux Srdjan Kitić Laurent Girin Alexandre Guérin 80 257 0 08 Sep 2021
Unsupervised Multi-Target Domain Adaptation for Acoustic Scene Classification Dongchao Yang Helin Wang Yuexian Zou 37 5 0 21 May 2021
GiantMIDI-Piano: A large-scale MIDI dataset for classical piano music Qiuqiang Kong Bochen Li Jitong Chen Yuxuan Wang 394 81 0 11 Oct 2020
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019 Archontis Politis A. Mesaros Sharath Adavanne Toni Heittola Tuomas Virtanen 133 128 0 06 Sep 2020
Acoustic Scene Classification with Spectrogram Processing Strategies Helin Wang Yuexian Zou Dading Chong 56 13 0 06 Jul 2020
Semi-Supervised NMF-CNN For Sound Event Detection T. K. Chan C. Chin Ye Li 43 18 0 02 Jul 2020
Acoustic Scene Classification with Squeeze-Excitation Residual Networks Javier Naranjo-Alcazar Sergi Perez-Castanos P. Zuccarello M. Cobos 30 0 0 20 Mar 2020
Robust Acoustic Scene Classification using a Multi-Spectrogram Encoder-Decoder Framework L. D. Pham Huy P Phan T. Nguyen Ramaswamy Palaniappan Alfred Mertins Ian Mcloughlin 50 43 0 11 Feb 2020
Source separation with weakly labelled data: An approach to computational auditory scene analysis Qiuqiang Kong Yuxuan Wang Xuchen Song Yin Cao Wenwu Wang Mark D. Plumbley 96 47 0 06 Feb 2020
An Ontology-Aware Framework for Audio Event Classification Yiwei Sun Shabnam Ghaffarzadegan 60 23 0 27 Jan 2020
Non-Negative Matrix Factorization-Convolutional Neural Network (NMF-CNN) For Sound Event Detection T. K. Chan C. Chin Ye Li 28 15 0 22 Jan 2020
PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition Qiuqiang Kong Yin Cao Turab Iqbal Yuxuan Wang Wenwu Wang Mark D. Plumbley VLM SSL 255 1,090 0 21 Dec 2019
A Framework for the Robust Evaluation of Sound Event Detection Cagdas Bilen Giacomo Ferroni Francesco Tuveri Juan Azcarreta Sacha Krstulović 95 165 0 18 Oct 2019
Urban Sound Tagging using Convolutional Neural Networks Sainath Adapa 61 38 0 27 Sep 2019
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 122 66 0 02 Aug 2019
Polyphonic Sound Event Detection and Localization using a Two-Stage Strategy Yin Cao Qiuqiang Kong Turab Iqbal Fengyan An Wenwu Wang Mark D. Plumbley 90 119 0 01 May 2019