Shrikant Malviya    Publication    Tutorials    CV

Tutorials


A Framework for Quality Assessment of Synthesized Speech using Learning Based Objective Evaluation

This tutorial explains the process of LBOE -- A Framework for Quality Assessment of Synthesized Speech using Learning Based Objective Evaluation.


Gaussian Processes Based Policy Learning for Dialogue Manager

This tutorial is about the Introduction and Use of Gaussian Processes --
A machine learning approach for Policy Optimization of a POMDP based Dialogue Manager.


Various Approximations of Reinforcement Learning (RL) used in Dialogue Management

This series of tutorial is going to give practicle view on how reinforcement learning is incorporated to enable Dialogue Manager to control the conversation. The discussion will also amalgamate the summaries of good papers in the field. Part 1 objective is to validate and test the requirement of RL approaches in decision making problems.


RNN Based Models for Hindi Natural Language Generation

This tutorial is inspired to explain the development of Neural Language Generation for an Hindi Dialogue System. The following tutorials are going to first give an abstract view of RNN artchitectures and its variants on empirical and theoretical aspects of RNNLG.

DST: Dialogue State Tracking for Hindi Dialogue Data

This tutorial gives an insight of how CNN used in Natural Language Processing with some examples. Next, the description and discussion of how the Hindi-Dialouge Data is collected. Implementation of already suggested model for State Tracking (Language Understanding).


Introduction to Regular Expression

This tutorial introduces the basics of regular expression with some examples.