Ananya Muguli

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All published works

Action	Title	Year	Authors
+ PDF Chat	Multi-Modal Point-of-Care Diagnostics for COVID-19 Based on Acoustics and Symptoms	2023	Srikanth Raj Chetupalli Prashant Krishnan Neeraj Kumar Sharma Ananya Muguli Rohit Kumar Viral Nanda Lancelot Pinto Prasanta Ghosh Sriram Ganapathy
+	Towards sound based testing of COVID-19—Summary of the first Diagnostics of COVID-19 using Acoustics (DiCOVA) Challenge	2021	Neeraj Kumar Sharma Ananya Muguli Prashant Krishnan Rohit Kumar Srikanth Raj Chetupalli Sriram Ganapathy
+	DiCOVA Challenge: Dataset, Task, and Baseline System for COVID-19 Diagnosis Using Acoustics	2021	Ananya Muguli Lancelot Pinto R Nirmala Neeraj Kumar Sharma Prashant Krishnan Prasanta Ghosh Rohit Kumar Shrirama Bhat Srikanth Raj Chetupalli Sriram Ganapathy
+	Towards sound based testing of COVID-19 -- Summary of the first Diagnostics of COVID-19 using Acoustics (DiCOVA) Challenge	2021	Neeraj Kumar Sharma Ananya Muguli Prashant Krishnan Rohit Kumar Srikanth Raj Chetupalli Sriram Ganapathy
+	DiCOVA Challenge: Dataset, task, and baseline system for COVID-19 diagnosis using acoustics	2021	Ananya Muguli Lancelot Pinto R Nirmala Neeraj Kumar Sharma Prashant Krishnan Prasanta Ghosh Rohit Kumar Shrirama Bhat Srikanth Raj Chetupalli Sriram Ganapathy
+	Towards sound based testing of COVID-19 -- Summary of the first Diagnostics of COVID-19 using Acoustics (DiCOVA) Challenge	2021	Neeraj Sharma Ananya Muguli Prashant Krishnan Rohit Kumar Srikanth Raj Chetupalli Sriram Ganapathy
+	DiCOVA Challenge: Dataset, task, and baseline system for COVID-19 diagnosis using acoustics	2021	Ananya Muguli Lancelot Pinto R. Nirmala Neeraj Sharma Prashant Krishnan Prasanta Ghosh Rohit Kumar Rama Bhat Srikanth Raj Chetupalli Sriram Ganapathy
+	Multi-modal Point-of-Care Diagnostics for COVID-19 Based On Acoustics and Symptoms	2021	Srikanth Raj Chetupalli Prashant Krishnan Neeraj Sharma Ananya Muguli Rohit Kumar Viral Nanda Lancelot Pinto Prasanta Ghosh Sriram Ganapathy

Common Coauthors

Coauthor	Papers Together
Sriram Ganapathy	8
Srikanth Raj Chetupalli	8
Prashant Krishnan	8
Prasanta Ghosh	5
Lancelot Pinto	5
Viral Nanda	5
Neeraj Kumar Sharma	5
Rohit Kumar	4
Neeraj Sharma	3
Shreyas Ramoji	3
Rohit Kumar	2
R Nirmala	2
Shrirama Bhat	2
R. Nirmala	1
Rohit Kumar	1
Rohit Kumar	1
Rama Bhat	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	AI4COVID-19: AI enabled preliminary diagnosis for COVID-19 from cough samples via an app	2020	Ali Imran Iryna Posokhova Haneya Naeem Qureshi Usama Masood Muhammad Sajid Riaz Kamran Ali Charles N. John MD Iftikhar Hussain Muhammad Nabeel	5
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	5
+ PDF Chat	Coswara — A Database of Breathing, Cough, and Voice Sounds for COVID-19 Diagnosis	2020	Neeraj Kumar Sharma Prashant Krishnan Rohit Kumar Shreyas Ramoji Srikanth Raj Chetupalli R. Nirmala Prasanta Ghosh Sriram Ganapathy	4
+	Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data	2020	Chloë Brown Jagmohan Chauhan Andreas Grammenos Jing Han Apinan Hasthanasombat Dimitris Spathis Xia Tong Pietro Cicuta Cecilia Mascolo	4
+ PDF Chat	A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels	2021	Javier Andreu-Pérez Humberto Pérez-Espinosa Eva Timonet‐Andreu Mehrin Kiani Manuel Iván Girón‐Pérez Alma Betsaida Benitez‐Trinidad Delaram Jarchi Alejandro Rosales-Pérez Nick Gatzoulis Orion F. Reyes-Galaviz	3
+ PDF Chat	The COUGHVID crowdsourcing dataset, a corpus for the study of large-scale cough analysis algorithms	2021	Lara Orlandic Tomás Teijeiro David Atienza	3
+ PDF Chat	SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition	2019	Daniel Park William Chan Yu Zhang Chung‐Cheng Chiu Barret Zoph Ekin D. Cubuk Quoc V. Le	2
+	Cough Against COVID: Evidence of COVID-19 Signature in Cough Sounds	2020	Piyush Bagad Aman Dalmia Jigar Doshi Arsha Nagrani Parag Bhamare Amrita Mahale Saurabh Rane Neeraj Agarwal Rahul Panicker	2
+	DiCOVA Challenge: Dataset, Task, and Baseline System for COVID-19 Diagnosis Using Acoustics	2021	Ananya Muguli Lancelot Pinto R Nirmala Neeraj Kumar Sharma Prashant Krishnan Prasanta Ghosh Rohit Kumar Shrirama Bhat Srikanth Raj Chetupalli Sriram Ganapathy	2
+	mixup: Beyond Empirical Risk Minimization	2017	Hongyi Zhang Moustapha Cissé Yann Dauphin David López-Paz	2
+ PDF Chat	CNN architectures for large-scale audio classification	2017	Shawn Hershey Sourish Chaudhuri Daniel P. W. Ellis Jort F. Gemmeke Aren Jansen Robert C. Moore Manoj Plakal Devin Platt Rif A. Saurous Bryan Seybold	2
+	DiCOVA-Net: Diagnosing COVID-19 using Acoustics based on Deep Residual Network for the DiCOVA Challenge 2021	2021	Jiangeng Chang Shaoze Cui Mengling Feng	2
+	Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data	2021	Xia Tong Jing Han Lorena Qendro Ting Dang Cecilia Mascolo	1
+	PANACEA Cough Sound-Based Diagnosis of COVID-19 for the DiCOVA 2021 Challenge	2021	Madhu R. Kamble José A. González Teresa Grau Juan M. Espin Lorenzo Cascioli Yiqing Huang Alejandro Gomez-Alanis José Patino Roberto Font Antonio M. Peinado	1
+	Towards sound based testing of COVID-19—Summary of the first Diagnostics of COVID-19 using Acoustics (DiCOVA) Challenge	2021	Neeraj Kumar Sharma Ananya Muguli Prashant Krishnan Rohit Kumar Srikanth Raj Chetupalli Sriram Ganapathy	1
+	Representation Learning with Contrastive Predictive Coding	2018	Aäron van den Oord Yazhe Li Oriol Vinyals	1
+	Fast Implementation of DeLong’s Algorithm for Comparing the Areas Under Correlated Receiver Operating Characteristic Curves	2014	Xu Sun Weichao Xu	1
+ PDF Chat	Analyzing the impact of SARS-CoV-2 variants on respiratory sound signals	2022	Debarpan Bhattacharya Debottam Dutta Neeraj Kumar Sharma Srikanth Raj Chetupalli Pravin Mote Sriram Ganapathy C Chandrakiran Sahiti Nori K K Suhail Sadhana Gonuguntla	1
+ PDF Chat	The method of steepest descent for non-linear minimization problems	1944	Haskell B. Curry	1
+	Focal Loss for Dense Object Detection	2017	Tsung-Yi Lin Priya Goyal Ross Girshick Kaiming He Piotr Dollár	1
+	Representation Learning with Contrastive Predictive Coding	2018	Aäron van den Oord Yazhe Li Oriol Vinyals	1
+ PDF Chat	Focal Loss for Dense Object Detection	2017	Tsung-Yi Lin Priya Goyal Ross Girshick Kaiming He Piotr Dollár	1
+ PDF Chat	Logistic Regression in Rare Events Data	2001	Gary King Langche Zeng	1
+	Exploring Automatic COVID-19 Diagnosis via Voice and Symptoms from Crowdsourced Data	2021	Jing Han Chloë Brown Jagmohan Chauhan Andreas Grammenos Apinan Hasthanasombat Dimitris Spathis Xia Tong Pietro Cicuta Cecilia Mascolo	1
+	DiCOVA Challenge: Dataset, task, and baseline system for COVID-19 diagnosis using acoustics	2021	Ananya Muguli Lancelot Pinto R Nirmala Neeraj Kumar Sharma Prashant Krishnan Prasanta Ghosh Rohit Kumar Shrirama Bhat Srikanth Raj Chetupalli Sriram Ganapathy	1
+ PDF Chat	Recent Advances in Computer Audition for Diagnosing COVID-19: An Overview	2021	Kun Qian Björn Schüller Yoshiharu Yamamoto	1
+ PDF Chat	Detection of Covid-19 Through the Analysis of Vocal Fold Oscillations	2021	Mahmoud Al Ismail Soham Deshmukh Rita Singh	1
+	COVID-19 Detection Using Recorded Coughs in the 2021 DiCOVA Challenge	2021	Benjamin Elizalde Daniel Tompkins	1
+	A Residual Network based Deep Learning Model for Detection of COVID-19 from Cough Sounds	2021	Annesya Banerjee Achal Nilhani	1