Robust and Interpretable Temporal Convolution Network for Event
Detection in Lung Sound Recordings

Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings

30 June 2021

Tharindu Fernando

Sridha Sridharan

H. Ghaemmaghami

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Papers citing "Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings"

14 / 14 papers shown

Title
Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database-HF_Lung_V1 Fu-Shun Hsu Shang-Ran Huang Chien-Wen Huang Chao-Jung Huang Yuan-Ren Cheng ... Yi-Lin Wu Tzu-Ling Tzeng Ching-Ting Tseng Yi-Tsun Chen F. Lai 71 55 0 05 Feb 2021
Heart Sound Segmentation using Bidirectional LSTMs with Attention Tharindu Fernando H. Ghaemmaghami Simon Denman Sridha Sridharan Nayyar Hussain Clinton Fookes 92 64 0 02 Apr 2020
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 190 3,470 0 18 Apr 2019
Convolutional neural network for breathing phase detection in lung sounds C. Jácome Johan Ravn Einar J. Holsbø Juan Carlos Aviles Solis H. Melbye L. A. Bongo 28 43 0 25 Mar 2019
MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation Yazan Abu Farha Juergen Gall 76 668 0 05 Mar 2019
How Important Is a Neuron? Kedar Dhamdhere Mukund Sundararajan Qiqi Yan FAtt GNN 68 131 0 30 May 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017
Learning Important Features Through Propagating Activation Differences Avanti Shrikumar Peyton Greenside A. Kundaje FAtt 203 3,884 0 10 Apr 2017
Tree Memory Networks for Modelling Long-term Temporal Dependencies Tharindu Fernando Simon Denman A. Mcfadyen Sridha Sridharan Clinton Fookes 73 54 0 12 Mar 2017
Temporal Convolutional Networks for Action Segmentation and Detection Colin S. Lea Michael D. Flynn René Vidal A. Reiter Gregory Hager 109 1,499 0 16 Nov 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,510 0 10 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 533 62,409 0 04 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,396 0 03 Jun 2014