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Researcher profile

Rohith Aralikatti

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Global SNR Estimation of Speech Signals using Entropy and Uncertainty\n Estimates from Dropout Networks

    2018 · arXiv (Cornell University)

    This paper demonstrates two novel methods to estimate the global SNR of\nspeech signals. In both methods, Deep Neural Network-Hidden Markov Model\n(DNN-HMM) acoustic model used in speech recognition systems is leveraged for\nthe additional task of SNR …

  2. Robustness to Multi-Modal Environment Uncertainty in MARL using Curriculum Learning

    2023 · arXiv (Cornell University)

    Multi-agent reinforcement learning (MARL) plays a pivotal role in tackling real-world challenges. However, the seamless transition of trained policies from simulations to real-world requires it to be robust to various environmental uncertainties. Existing works focus …