Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks

26 May 2021

Papers citing "Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks"

22 / 22 papers shown

Title
City2Scene: Improving Acoustic Scene Classification with City Features Yiqiang Cai Yizhou Tan Peihong Zhang Yuxuan Liu Shengchen Li Xi Shao Mark D. Plumbley 42 0 0 21 Mar 2025
Data-Efficient Low-Complexity Acoustic Scene Classification via Distilling and Progressive Pruning Bing Han Wen Huang Zhengyang Chen Anbai Jiang Pingyi Fan Cheng Lu Zhiqiang Lv Jia Liu W. Zhang Yanmin Qian 31 0 0 28 Oct 2024
A Fly on the Wall -- Exploiting Acoustic Side-Channels in Differential Pressure Sensors Yonatan Gizachew Achamyeleh Mohamad Fakih Gabriel Garcia Anomadarshi Barua Mohammad Abdullah Al Faruque AAML 22 0 0 26 Sep 2024
Enhancing the analysis of murine neonatal ultrasonic vocalizations: Development, evaluation, and application of different mathematical models Rudolf Herdt Louisa Kinzel Johann Georg Maass Marvin Walther Henning Fröhlich Tim Schubert Peter Maass C. Schaaf 26 0 0 17 May 2024
Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge Florian Schmid Paul Primus Toni Heittola A. Mesaros Irene Martín-Morató Khaled Koutini Gerhard Widmer 32 6 0 16 May 2024
Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models Florian Schmid Khaled Koutini Gerhard Widmer 18 11 0 24 Oct 2023
Object Size-Driven Design of Convolutional Neural Networks: Virtual Axle Detection based on Raw Data Henik Riedel Robert Steven Lorenzen Clemens Hubler 29 1 0 04 Sep 2023
Optimizing Neural Network Scale for ECG Classification ByeongTak Lee Yong-Yeon Jo Joon-Myoung Kwon 11 1 0 24 Aug 2023
Audio Embeddings as Teachers for Music Classification Yiwei Ding Alexander Lerch 30 5 0 30 Jun 2023
MMViT: Multiscale Multiview Vision Transformers Yuchen Liu Natasha Ong Kaiyan Peng Bo Xiong Qifan Wang ... Madian Khabsa Kaiyue Yang David C. Liu Donald Williamson Hanchao Yu ViT 33 4 0 28 Apr 2023
Receptive Field Refinement for Convolutional Neural Networks Reliably Improves Predictive Performance Mats L. Richter C. Pal 27 3 0 26 Nov 2022
Learning General Audio Representations with Large-Scale Training of Patchout Audio Transformers Khaled Koutini Shahed Masoudian Florian Schmid Hamid Eghbalzadeh Jan Schluter Gerhard Widmer 17 5 0 25 Nov 2022
Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation Florian Schmid Khaled Koutini Gerhard Widmer ViT 25 58 0 09 Nov 2022
Feature-informed Embedding Space Regularization For Audio Classification Yun-Ning Hung Alexander Lerch 17 5 0 10 Jun 2022
Sound Event Classification in an Industrial Environment: Pipe Leakage Detection Use Case I. Shaer Abdallah Shami 11 5 0 05 May 2022
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi N. Harada K. Kashino SSL 36 53 0 15 Apr 2022
CAU_KU team's submission to ADD 2022 Challenge task 1: Low-quality fake audio detection through frequency feature masking Il-Youp Kwak Sunmook Choi Jong-Yeol Yang Yerin Lee Seungsang Oh 25 6 0 09 Feb 2022
Efficient Training of Audio Transformers with Patchout Khaled Koutini Jan Schluter Hamid Eghbalzadeh Gerhard Widmer ViT 34 252 0 11 Oct 2021
Over-Parameterization and Generalization in Audio Classification Khaled Koutini Hamid Eghbalzadeh Florian Henkel Jan Schluter Gerhard Widmer 23 2 0 19 Jul 2021
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,220 0 16 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 250 3,190 0 30 Oct 2016
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014