16 citations · 79 across the 25 of their papers we have counts for
4 papers · 1 filter
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…
Adapting general-purpose speech recognition engine output for domain-specific natural language question answering
C. Anantaram, Sunil Kumar Kopparapu
Speech-based natural language question-answering interfaces to enterprise systems are gaining a lot of attention. General-purpose speech engines can be integrated with NLP systems…
Improved I-vector-based Speaker Recognition for Utterances with Speaker Generated Non-speech sounds
Sri Harsha Dumpala, Ashish Panda, Sunil Kumar Kopparapu
Conversational speech not only contains several variants of neutral speech but is also prominently interlaced with several speaker generated non-speech sounds such as laughter and…
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…