43 citations · 57 across the 3 of their papers we have counts for
3 papers
Speech Denoising Without Clean Training Data: A Noise2Noise Approach
Madhav Mahesh Kashyap, Anuj Tambwekar, Krishnamoorthy Manohara +1
This paper tackles the problem of the heavy dependence of clean speech data required by deep learning based audio-denoising methods by showing that it is possible to train deep spe…
Particle Swarm Based Hyper-Parameter Optimization for Machine Learned Interatomic Potentials
Suresh Kondati Natarajan, Miguel A. Caro
Modeling non-empirical and highly flexible interatomic potential energy surfaces (PES) using machine learning (ML) approaches is becoming popular in molecular and materials researc…
A New Backpropagation Algorithm without Gradient Descent
Varun Ranganathan, S. Natarajan
The backpropagation algorithm, which had been originally introduced in the 1970s, is the workhorse of learning in neural networks. This backpropagation algorithm makes use of the f…