The Receptive Field as a Regularizer in Deep Convolutional Neural
Networks for Acoustic Scene Classification

The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification

3 July 2019

Hamid Eghbalzadeh

Matthias Dorfer

Papers citing "The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification"

17 / 17 papers shown

Title
Enhancing Small Object Encoding in Deep Neural Networks: Introducing Fast&Focused-Net with Volume-wise Dot Product Layer Tofik Ali Partha Pratim Roy ObjD 35 2 0 18 Jan 2024
On-site Noise Exposure technique for noise-robust machine fault classification Wonjun Yi Jung-Woo Choi 21 0 0 07 Apr 2023
Decoding and Visualising Intended Emotion in an Expressive Piano Performance Shreyan Chowdhury Gerhard Widmer 31 1 0 03 Mar 2023
SVGraph: Learning Semantic Graphs from Instructional Videos Madeline Chantry Schiappa Yogesh S Rawat 17 4 0 16 Jul 2022
QTI Submission to DCASE 2021: residual normalization for device-imbalanced acoustic scene classification with efficient design Byeonggeun Kim Seunghan Yang Jangho Kim Simyung Chang 30 57 0 28 Jun 2022
Understanding the Influence of Receptive Field and Network Complexity in Neural-Network-Guided TEM Image Analysis Katherine Sytwu Catherine K. Groschner M. Scott 16 11 0 08 Apr 2022
Domain Generalization on Efficient Acoustic Scene Classification using Residual Normalization Byeonggeun Kim Seunghan Yang Jang-Hyun Kim Simyung Chang 31 15 0 12 Nov 2021
Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks Khaled Koutini Hamid Eghbalzadeh Gerhard Widmer 33 46 0 26 May 2021
IDMT-Traffic: An Open Benchmark Dataset for Acoustic Traffic Monitoring Research J. Abeßer S. Gourishetti András Kátai Tobias Clauss Prachi Sharma Judith Liebetrau 19 10 0 28 Apr 2021
SubSpectral Normalization for Neural Audio Data Processing Simyung Chang Hyoungwoo Park Janghoon Cho Hyunsin Park Sungrack Yun Kyuwoong Hwang 31 30 0 25 Mar 2021
Slow-Fast Auditory Streams For Audio Recognition Evangelos Kazakos Arsha Nagrani Andrew Zisserman Dima Damen 26 66 0 05 Mar 2021
A Case Study of Deep Learning Based Multi-Modal Methods for Predicting the Age-Suitability Rating of Movie Trailers Mahsa Shafaei C. Smailis I. Kakadiaris Thamar Solorio 212 1 0 26 Jan 2021
Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping Khaled Koutini Florian Henkel Hamid Eghbalzadeh Gerhard Widmer 30 9 0 05 Nov 2020
Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification Hu Hu Sabato Marco Siniscalchi Yannan Wang Chin-Hui Lee 30 12 0 31 Jul 2020
An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances Hu Hu Sabato Marco Siniscalchi Yannan Wang Xue Bai Jun Du Chin-Hui Lee 22 2 0 31 Jul 2020
Receptive-field-regularized CNN variants for acoustic scene classification Khaled Koutini Hamid Eghbalzadeh Gerhard Widmer 27 29 0 05 Sep 2019
Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification Paul Primus Hamid Eghbalzadeh David Eitelsebner Khaled Koutini A. Arzt Gerhard Widmer 31 17 0 04 Sep 2019