9 citations · 22 across the 12 of their papers we have counts for
3 papers · 1 filter
Joint model-based recognition and localization of overlapped acoustic events using a set of distributed small microphone arrays
Rupayan Chakraborty, Climent Nadeu
In the analysis of acoustic scenes, often the occurring sounds have to be detected in time, recognized, and localized in space. Usually, each of these tasks is done separately. In…
A Novel Approach for Effective Learning in Low Resourced Scenarios
Sri Harsha Dumpala, Rupayan Chakraborty, Sunil Kumar Kopparapu
Deep learning based discriminative methods, being the state-of-the-art machine learning techniques, are ill-suited for learning from lower amounts of data. In this paper, we propos…
k-FFNN: A priori knowledge infused Feed-forward Neural Networks
Sri Harsha Dumpala, Rupayan Chakraborty, Sunil Kumar Kopparapu
Recurrent neural network (RNN) are being extensively used over feed-forward neural networks (FFNN) because of their inherent capability to capture temporal relationships that exist…