Design and Development of Spoken Dialogue System in Indic Languages

no code implementations • ICON 2021 • Shrikant Malviya

Based on the modular architecture of a task-oriented Spoken Dialogue System (SDS), the presented work focussed on constructing all the system components as statistical models with parameters learned directly from the data by resolving various language-specific and language-independent challenges.

Dialogue Generation Reinforcement Learning (RL)

Sentiment Analysis: An Empirical Comparative Study of Various Machine Learning Approaches

no code implementations • WS 2017 • Swapnil Jain, Shrikant Malviya, Rohit Mishra, Uma Shanker Tiwary

BIG-bench Machine Learning Sentiment Analysis

A Hybrid Approach For Hindi-English Machine Translation

1 code implementation • 6 Feb 2017 • Omkar Dhariya, Shrikant Malviya, Uma Shanker Tiwary

In this paper, an extended combined approach of phrase based statistical machine translation (SMT), example based MT (EBMT) and rule based MT (RBMT) is proposed to develop a novel hybrid data driven MT system capable of outperforming the baseline SMT, EBMT and RBMT systems from which it is derived.

Machine Translation Translation

Structural Analysis of Hindi Phonetics and A Method for Extraction of Phonetically Rich Sentences from a Very Large Hindi Text Corpus

no code implementations • 30 Jan 2017 • Shrikant Malviya, Rohit Mishra, Uma Shanker Tiwary

Essentially, the set of phonetically rich sentences has to cover all possible phone units distributed uniformly.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2