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portfolio

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publications

Tackling Toxic Online Communication with Recurrent Capsule Networks

Published in 2018 Conference on Information and Communication Technology (CICT), 2018

Authors: Soham Deshmukh, Rahul Rade

Recommended citation: S. Deshmukh and R. Rade, "Tackling Toxic Online Communication with Recurrent Capsule Networks," 2018 Conference on Information and Communication Technology (CICT), Jabalpur, India, 2018, pp. 1-7, doi: 10.1109/INFOCOMTECH.2018.8722433. https://ieeexplore.ieee.org/abstract/document/8722433

Temporal and Stochastic Modelling of Attacker Behaviour

Published in Advances in Data Science, ICIIT 2018. Communications in Computer and Information Science, vol 941. Springer, 2018

Authors: Rahul Rade, Soham Deshmukh, Ruturaj Nene, Amey Wadekar, Ajay Unny

Recommended citation: Rade R., Deshmukh S., Nene R., Wadekar A.S., Unny A. (2019) Temporal and Stochastic Modelling of Attacker Behaviour. In: Akoglu L., Ferrara E., Deivamani M., Baeza-Yates R., Yogesh P. (eds) Advances in Data Science. ICIIT 2018. Communications in Computer and Information Science, vol 941. Springer, Singapore https://link.springer.com/chapter/10.1007/978-981-13-3582-2_3

Attacker Behaviour Profiling using Stochastic Ensemble of Hidden Markov Models

Published in Under Review, 2019

Authors: Soham Deshmukh, Rahul Rade, Faruk Kazi

Recommended citation: Deshmukh, S., Rade, R., & Kazi, F. (2019). Attacker Behaviour Profiling using Stochastic Ensemble of Hidden Markov Models. ArXiv, abs/1905.11824. https://arxiv.org/abs/1905.11824

Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection

Published in ArXiv, 2020

Authors: Soham Deshmukh, Bhiksha Raj, Rita Singh

Recommended citation: @misc{deshmukh2020multitask, title={Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection}, author={Soham Deshmukh and Bhiksha Raj and Rita Singh}, year={2020}, eprint={2008.07085}, archivePrefix={arXiv}, primaryClass={eess.AS} } https://arxiv.org/abs/2008.07085

Detection of COVID-19 through the analysis of vocal fold oscillations

Published in under review ICASSP, 2021

Authors: Mahmoud Al Ismail, Soham Deshmukh, Rita Singh

Recommended citation: @misc{ismail2020detection, title={Detection of COVID-19 through the analysis of vocal fold oscillations}, author={Mahmoud Al Ismail and Soham Deshmukh and Rita Singh}, year={2020}, eprint={2010.10707}, archivePrefix={arXiv}, primaryClass={eess.AS} } https://arxiv.org/abs/2010.10707

Interpreting glottal flow dynamics for detecting COVID-19 from voice

Published in under review ICASSP, 2021

Authors: Soham Deshmukh, Mahmoud Al Ismail, Rita Singh

Recommended citation: @misc{deshmukh2020interpreting, title={Interpreting glottal flow dynamics for detecting COVID-19 from voice}, author={Soham Deshmukh and Mahmoud Al Ismail and Rita Singh}, year={2020}, eprint={2010.16318}, archivePrefix={arXiv}, primaryClass={eess.AS} } https://arxiv.org/abs/2010.16318

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015