Supervised and Self-supervised Pretraining Based COVID-19 Detection
Using Acoustic Breathing/Cough/Speech Signals

Supervised and Self-supervised Pretraining Based COVID-19 Detection Using Acoustic Breathing/Cough/Speech Signals

22 January 2022

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Papers citing "Supervised and Self-supervised Pretraining Based COVID-19 Detection Using Acoustic Breathing/Cough/Speech Signals"

17 / 17 papers shown

Title
PANACEA cough sound-based diagnosis of COVID-19 for the DiCOVA 2021 Challenge Madhu R. Kamble José Andrés González López T. Grau J. M. Espín Lorenzo Cascioli ... Antonio M. Peinado A. Gómez Nicholas W. D. Evans M. Zuluaga Massimiliano Todisco 71 15 0 07 Jun 2021
DiCOVA Challenge: Dataset, task, and baseline system for COVID-19 diagnosis using acoustics Ananya Muguli L. Pinto R. Nirmala N. Sharma Prashant Krishnan ... Shrirama Bhat Srikanth Raj Chetupalli Sriram Ganapathy Shreyas Ramoji Viral Nanda 91 94 0 16 Mar 2021
Semi-supervised Learning for COVID-19 Image Classification via ResNet Lucy Nwuso Xiangfang Li Lijun Qian Seungchan Kim Xishuang Dong 54 5 0 27 Feb 2021
Exploring Automatic COVID-19 Diagnosis via voice and symptoms from Crowdsourced Data Jing Han Chloë Brown Jagmohan Chauhan Andreas Grammenos Apinan Hasthanasombat Dimitris Spathis Tong Xia Pietro Cicuta Cecilia Mascolo 48 79 0 10 Feb 2021
COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings Madhurananda Pahar Marisa Klopper Robin Warren T. Niesler 79 240 0 02 Dec 2020
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19) Md. Milon Islam Fakhri Karray R. Alhajj Jia Zeng 83 217 0 09 Aug 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 301 5,849 0 20 Jun 2020
Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data Chloë Brown Jagmohan Chauhan Andreas Grammenos Jing Han Apinan Hasthanasombat Dimitris Spathis Tong Xia Pietro Cicuta Cecilia Mascolo 103 414 0 10 Jun 2020
Coswara -- A Database of Breathing, Cough, and Voice Sounds for COVID-19 Diagnosis N. Sharma Prashant Krishnan Rohit Kumar Shreyas Ramoji Srikanth Raj Chetupalli R. Nirmala P. Ghosh Sriram Ganapathy 82 297 0 21 May 2020
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations Alexei Baevski Steffen Schneider Michael Auli SSL 166 667 0 12 Oct 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 190 3,471 0 18 Apr 2019
An Unsupervised Autoregressive Model for Speech Representation Learning Yu-An Chung Wei-Ning Hsu Hao Tang James R. Glass SSL 91 409 0 05 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 132 3,159 0 01 Apr 2019
Unsupervised speech representation learning using WaveNet autoencoders J. Chorowski Ron J. Weiss Samy Bengio Aaron van den Oord SSL 76 319 0 25 Jan 2019
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 356 10,369 0 10 Jul 2018
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 367 5,390 0 03 Nov 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014

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