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Acoustic-to-articulatory Speech Inversion with Multi-task Learning


May 27, 2022
Yashish M. Siriwardena, Ganesh Sivaraman, Carol Espy-Wilson

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Audio Data Augmentation for Acoustic-to-articulatory Speech Inversion using Bidirectional Gated RNNs


May 25, 2022
Yashish M. Siriwardena, Ahmed Adel Attia, Ganesh Sivaraman, Carol Espy-Wilson

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Acoustic To Articulatory Speech Inversion Using Multi-Resolution Spectro-Temporal Representations Of Speech Signals


Mar 11, 2022
Rahil Parikh, Nadee Seneviratne, Ganesh Sivaraman, Shihab Shamma, Carol Espy-Wilson

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* 5 pages, IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2018 

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Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing


Oct 06, 2021
Logan Ward, Ganesh Sivaraman, J. Gregory Pauloski, Yadu Babuji, Ryan Chard, Naveen Dandu, Paul C. Redfern, Rajeev S. Assary, Kyle Chard, Larry A. Curtiss, Rajeev Thakur, Ian Foster

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* camera-ready version for ML in HPC Environments 2021 

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Evening the Score: Targeting SARS-CoV-2 Protease Inhibition in Graph Generative Models for Therapeutic Candidates


May 07, 2021
Jenna Bilbrey, Logan Ward, Sutanay Choudhury, Neeraj Kumar, Ganesh Sivaraman

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* Published at ICLR 2021 Workshop on Machine Learning for Preventing and Combating Pandemics 
* arXiv admin note: substantial text overlap with arXiv:2102.04977 

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Benchmarking Deep Graph Generative Models for Optimizing New Drug Molecules for COVID-19


Feb 09, 2021
Logan Ward, Jenna A. Bilbrey, Sutanay Choudhury, Neeraj Kumar, Ganesh Sivaraman

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An Experimentally Driven Automated Machine Learned lnter-Atomic Potential for a Refractory Oxide


Sep 09, 2020
Ganesh Sivaraman, Leighanne Gallington, Anand Narayanan Krishnamoorthy, Marius Stan, Gabor Csanyi, Alvaro Vazquez-Mayagoitia, Chris J. Benmore

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Machine Learning Inter-Atomic Potentials Generation Driven by Active Learning: A Case Study for Amorphous and Liquid Hafnium dioxide


Oct 22, 2019
Ganesh Sivaraman, Anand Narayanan Krishnamoorthy, Matthias Baur, Christian Holm, Marius Stan, Gabor Csányi, Chris Benmore, Álvaro Vázquez-Mayagoitia

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* to be submitted NPJ Computational Materials 

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Articulatory and bottleneck features for speaker-independent ASR of dysarthric speech


May 21, 2019
Emre Yılmaz, Vikramjit Mitra, Ganesh Sivaraman, Horacio Franco

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* to appear in Computer Speech & Language - https://doi.org/10.1016/j.csl.2019.05.002 - arXiv admin note: substantial text overlap with arXiv:1807.10948 

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Adversarial Auto-encoders for Speech Based Emotion Recognition


Jun 06, 2018
Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Wael AbdAlmageed, Carol Espy-Wilson

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* 5 pages, INTERSPEECH 2017 August 20-24, 2017, Stockholm, Sweden 

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