International Scientific Journal of Engineering and Management

An International Scholarly || Multidisciplinary || Open Access || Indexing in all major Database & Metadata
ISSN: 2583-6129

Impact Factor: 6.674

Text to Speech Conversion Using Sentiment Analysis

  • Version
  • Download 12
  • File Size 209.30 KB
  • File Count 1
  • Create Date 28 May 2023
  • Last Updated 28 May 2023

Text to Speech Conversion Using Sentiment Analysis

Bhumika Gundale, Harsh Baviskar, Neha Jagtap, Sanskar Mankar

Dept of Information Technology
MIT ADT University

 

ABSTRACT

In this paper, we propose emotion based text to speech model which converts text to speech in such a way that it takes into account all the emotions of the text and incorporates all the emotions into speech. Although current text-to-speech models are able to generate high-quality speech, generated voice is often not perceptually identifiable by its intended emotion category .To address this problem, we propose a system to synthesize emotional and natural human like sound from unstructured text. The entire system has two parts, first part deals with extracting emotion out of text using classification. The Second part is to modulate the voice to give it an emotional and human like base. Sentiment analysis, also referred to as opinion mining, is an approach to natural language processing (NLP) that identifies the emotional tone behind a body of text. This study is expected to improve the different methodologies in sentiment analysis as well as in generation of synthetic speech.

 

KEYWORDS

Text to Speech; Sentiment Analysis; Emotion Detection.


Download

Author's Blog

What is the difference between a Research Paper and a Review Paper?

A research paper and a review paper are both scholarly documents, but they serve different purposes and have different characteristics.research...
Read More
Author's Blog

What is DOI?

A Digital Object Identifier (DOI) is a unique alphanumeric string that is used to identify and provide a persistent link...
Read More
Author's Blog

What do you need to do during production of your Research Paper?

During the production of a research paper, the following steps need to be taken: conducting research, organizing and analyzing data,...
Read More
Author's Blog

What are the advantages of publishing a research paper?

Publishing a research paper can have many advantages for researchers, including: Career advancement, professional recognition, opportunities for collaboration, increased visibility,...
Read More
Author's Blog

Ways to Support your Academic Wellbeing which preparing the Research Paper/Article

To support your academic wellbeing while publishing a research paper, it's important to set realistic goals, manage your time effectively,...
Read More
Author's Blog

How to improve your Research Paper writing Skills?

Read extensively: One of the best ways to improve your research paper skills is to read extensively in your field...
Read More
Author's Blog

Is DOI compulsory to publish a research paper in a Journal?

DOI is not strictly required to publish a research paper, but it is highly recommended. Basically, the International Scientific Journal...
Read More
Author's Blog

In what ways does research paper give weight to career development?

Publishing a research paper can give weight to a researcher's career development in several ways, such as: establishing oneself as...
Read More
Author's Blog

How to develop a Research Paper from Scratch

Developing a research paper involves several steps including: choosing a topic, conducting background research, formulating a research question or hypothesis,...
Read More
Author's Blog

How Plagiarism report plays crucial role in Research Paper Publication?

Plagiarism is a major concern in the academic and research community, as it undermines the integrity of the research and...
Read More