UGC Approved Journal no 63975

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 7 Issue 4
April-2020
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2004033


Registration ID:
230329

Page Number

244-249

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Title

Speech Assistance for the Deaf

Abstract

Communication is a fundamental for existence as well as it is a key element to progress. Unfortunately, there are many people born without this ability, therefore for effective communication between people many applications have been developed as a mediator for effective communication. Our project’s main goal is to bridge the gap between the deaf and other people with no hearing disability by creating an application for converting Speech to text and Indian Sign Language to text. In speech recognition, an acoustic (sound) signal is divided into words or sub-words units which will make the recognition easy. Recurrent neural networks (RNNs) is a class of artificial neural networks (ANN) And are powerful sequence learners which is perfect for this job. RNN has the possibility of processing input of any length but their applications are limited because they require pre-segmented training data, post–processing to transform their output into label sequence and also cannot consider any future input for the current state. This paper presents a novel method for training RNNs to label un-segmented sequences directly and sign language recognizing hand gestures in Indian sign language.

Key Words

Attention RNN, Faster RCNN, Speech Recognition, Indian Sign Language

Cite This Article

"Speech Assistance for the Deaf", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 4, page no.244-249, April-2020, Available :http://www.jetir.org/papers/JETIR2004033.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Speech Assistance for the Deaf", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 4, page no. pp244-249, April-2020, Available at : http://www.jetir.org/papers/JETIR2004033.pdf

Publication Details

Published Paper ID: JETIR2004033
Registration ID: 230329
Published In: Volume 7 | Issue 4 | Year April-2020
DOI (Digital Object Identifier): http://doi.one/10.1729/Journal.23359
Page No: 244-249
Country: Mumbai, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162


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