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ERANNs: Efficient Residual Audio Neural Networks for Audio Pattern Recognition

3 June 2021

S. Verbitskiy

Vladimir Berikov

Viacheslav Vyshegorodtsev

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Papers citing "ERANNs: Efficient Residual Audio Neural Networks for Audio Pattern Recognition"

24 / 24 papers shown

Title
Multimodal Emotion Recognition using Audio-Video Transformer Fusion with Cross Attention Joe Dhanith Shravan Venkatraman Modigari Narendra Vigya Sharma Santhosh Malarvannan 137 0 0 20 Feb 2025
ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio A. Guzhov Federico Raue Jörn Hees Andreas Dengel 68 38 0 23 Apr 2021
AST: Audio Spectrogram Transformer Yuan Gong Yu-An Chung James R. Glass ViT 138 882 0 05 Apr 2021
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation Yuan Gong Yu-An Chung James R. Glass VLM 175 147 0 02 Feb 2021
A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition Anurag Kumar V. Ithapu 62 35 0 30 Jun 2020
ESResNet: Environmental Sound Classification Based on Visual Domain Models A. Guzhov Federico Raue Jörn Hees Andreas Dengel VLM 112 94 0 15 Apr 2020
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 343 670 0 23 Mar 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 194 1,084 0 21 Dec 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 153 18,179 0 28 May 2019
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network Sajjad Abdoli P. Cardinal Alessandro Lameiras Koerich 64 273 0 18 Apr 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 177 3,469 0 18 Apr 2019
A Comparison of Five Multiple Instance Learning Pooling Functions for Sound Event Detection with Weak Labeling Yun Wang Juncheng Billy Li Florian Metze 56 184 0 22 Oct 2018
Deep Convolutional Neural Network with Mixup for Environmental Sound Classification Zhichao Zhang Shugong Xu Shan Cao Shunqing Zhang 46 128 0 25 Aug 2018
Collapse of Deep and Narrow Neural Nets Lu Lu Yanhui Su George Karniadakis ODL 76 156 0 15 Aug 2018
Learning from Between-class Examples for Deep Sound Recognition Yuji Tokozume Yoshitaka Ushiku Tatsuya Harada SSL 78 237 0 28 Nov 2017
Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates L. Smith Nicholay Topin AI4CE 86 520 0 23 Aug 2017
A Comparison of deep learning methods for environmental sound Juncheng Billy Li Wei Dai Florian Metze Shuhui Qu Samarjit Das 56 126 0 20 Mar 2017
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification Justin Salamon J. P. Bello 70 1,304 0 15 Aug 2016
Wide Residual Networks Sergey Zagoruyko N. Komodakis 353 8,000 0 23 May 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,196 0 16 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Empirical Evaluation of Rectified Activations in Convolutional Network Bing Xu Naiyan Wang Tianqi Chen Mu Li 142 2,913 0 05 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Striving for Simplicity: The All Convolutional Net Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller FAtt 251 4,681 0 21 Dec 2014