SlideShare a Scribd company logo
1 of 4
Download to read offline
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 4381
COMMUNICATION SYSTEM FOR BLIND, DEAF AND DUMB PEOPLE USING
INTERNET OF THINGS
Bindhushree C A1, Chaithra M2, Monisha G3, Vinutha H4
1,2,3UG Student, Dept. of Information Science Engineering, RRCE, Bangalore, Karnataka, India
4Assistant Professor, Dept. Information Science of Engineering, RRCE,Bangalore, Karnataka, India
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - Addressing the issues of people who are
blind, deaf and dumb within a single system is a tough
job. Nowadays researches concentrate only on one of the
above issues but not the combination of all. The proposed
system concentrates on addressing the different
technique that solves the blind people problems by
capturing the image then that image willbeconvertedto
text as well as speech. It solves the problem of a deaf
person by converting speech to text. And also for dumb
people, the system supports by convertinggesturestotext
as well as speech. All these problems can be solved by
using single system.
Key Words: blind, deaf, dumb, issues, guestures, image,
text speech
1. INTRODUCTION
Communication is the best medium by way of which
we can proportion our mind or carry the message but
for a person with disability (blind, deaf and dumb)
faces issue in verbal exchange with normal individual.
The blind, deaf anddumbpeoplearen'tconcernedwith
the social world due to their disabilities.
Unintentionally, they maybe handledinanuncommon
way through the rest of the society. Neverthelessofthe
massive number of blind, dumb and deaf people very
much less study is done so to reduce the
communication barrier. Sign language is a
communication skillthisisusedtoconveyameaningof
a speaker’s thought the use of gesture. It is a
effectively-structured code gesture, each gesture has a
meaning assigned to it. The gesture is a non-verbal
communication which includes themotionofthehand.
Primarily, there may be two main sign language
recognitionmethod namely, picture- basedandsensor
based. The proposed system facilitates blind, deaf and
dumb people to effectively share their thoughts with
each other. Solution is provided for blind deaf and
dumb people with the aid of the usage of the system.
For blind people, the image is captured using Logitech
digital camera that's converted into text by using
Tesseract OCRandtheresultedtextistransformedinto
speech using espeak which is spelled out through
speaker and the textual content is likewise displayed.
Dumb people can use hand gesture to communicate
with normal people. For deaf people the speech is
transformed into textualcontentbymeansoftheusage
of a internet site known as speechtexter.com
1.1 Objective
 The main goal of this paper is to offer a standard
lifestyle for deaf dumb and blind peoples as normal
ones.
 Through this the visually impaired people can able
to recognize the phrases without difficulty.
 The vocally impaired humans can communicate
their message through text and gestures.
 The deaf people can able to understand others
speech from the text that is displayed. This helps
them to experience the independent life.
2. ARCHITECTURE
System architecture is a conceptual model that defines
the structure, behavior, and extra perspectives of a
system. An architecture description is a formal
description and representation of a system, prepared
in a way that helps reasoning approximately the
systems and behaviors of the system.
Fig -1: System Architecture
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 4382
This system architecture consists of
 Logitech camera
 Speaker
 Microphone
 S D card
Logitech camera
It is a plug and play setup which is simpletoapply.This
can easily make video calls on predominant IMs. It has
a 25MP camera with high resolution. It has built in
mikes with proper sounds offers you a better
communique with none noise. We are using a Logitech
camera which is capturing the image and gesture
control function.
Speakers
Speakers are one of the maximum commonplace
output tool used with pc systems. Irrespective of their
design the purpose of speaker is to provide audio
output that can be heard by way of the listener. Audio
system is transducer that converts electromagnetic
waves into sound waves.
Microphone
A microphone is a device that captures audiobymeans
of changing sound waves into an electrical alert .The
signal can be amplified as analog indicators or may be
converted to a digital signal, which may be processed
by means of a computer or other digital audio device
3. IMPLEMENTATION
Implementation is nothing but executing one’s own
plan, idea, model, design, specification, application,
standard, algorithm, or policy. Anotherwayofdefining,
an implementation is analysation of a technical and
procedure or algorithm as a program, software
devices, or other computer system through
programming and deployment. for a given standard
and specification many implementation may exist and
a user can choose the desired one.
There are many different ways of implementing
the project; the designed model is chosen Python
because python is a widely andnowadaysitisthemost
commonly used high-level, general-purpose,
interpreted, dynamic programming language. This
language facilitates the user to understandability and
readability of code in a easier manner. Compared to
other programminglanguageslikeC++orJAVA,python
syntax allows user to write code flexible in fewer lines.
The language intension is to enable user to construct a
clear programs on both small and large scale. multiple
programming paradigms, including object-oriented,
imperative and functional programmingorprocedural
concepts is provided in python. It enables a dynamic
type system and automatic memory management and
has a huge and systematic standard library. Python
interpreters are flexible so that installation on many
operating systems and execute the Python code on a
wide variety of systems. With the help of third-party
tools, such as Py2exeorPyinstaller, Pythoncode canbe
packaged python c ode can be made into stand-
alone executable programs for some of the most
widely used popular operating systems, withoutusing
any installation of a Python interpreter for the
downloading any of the python softwares.
Fig- 2:Flow Chart
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 4383
4. RESULTS AND DISCUSSION
The Paper is divided into 4 different modules:
 Text-to-Speech
 Image-to-Speech
 Gesture-to-Speech
 Speech-Text
4.1 Text to speech : -
Conversion of Text to speech is done for the dumb
people who are not able to share their thoughts. The
people who are not able to speak convert their
thoughtstotextaswellasspeech.The convertedvoice
message is spoken out by espeak synthesizer. the
operating system and sub process will be imported
after selecting the option1. text to speech function
will be called and input the text. After receiving the
text from keyboard, the espeak synthesizer transform
the textual content to voice. Refer Figure 2.
4.2 Image to speech : -
The image to speech conversion is developed for
people who are not able to see and cannot analyse
text. To aid blind persons, we have associated the
Logitech digicam to record the image using OpenCV
software. The recorded image is transformed totext
with help of Tesseract OCR and In Tesseract OCR, the
modifiable thresholding approaches are used to
converttheimageintobinaryformsandtheresultwill
be in character outlines. The espeak synthesizer
checks the converted text.
Fig-2: Image to speech
4.3. Gesture to speech: -
To help the deaf people those who cannot
communicate their thoughts with normal ones, This
Gesture to speech strategy is developed. The gestures
used by Dumb people to talk is difficult to understand
by normal people. Initially, it records the image and
preferred portion is considered. for finer performance
the RGBimagewill be converted into gray scale image.
using Gaussian blur algorithm unfocus the cropped
picture and highlight the focused portion of image
.identify the outline and angle between two fingers.
with the help of convex hull feature, finger point is
implemented .Calculate the number of angles which is
less than 90 degree that results number of faults. The
text is printed on the display neglecting the number of
faults and read out through speaker.
Fig-3: Gesture to speech
4.4. Speech to text: -
The speech to text procedure is provided to
people who are unable to understand the thoughts of
normal people which is conveyed through speech. To
convert the voice of normal peopletotextwhichcanbe
understood by deaf people in their local language? An
URL speechtexter.com link is used in web browser
which automatically converts the voice to speech.
through a microphone that is converted into a text
format . The variety of local languages is supported by
the given URL.Ifthevoicesignalisrecognisedcorrectly
without any noise then it is printed as the text content
on the display else, it gives the error signal . The
printed text can also subjected to modification such as
changing font colour ,size and can be downloaded if
necessary.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 4384
Fig-4: Speech to text
4. CONCLUSION
Thispaperaimstominimizethecommunicationbridge
between the deaf, dumb and blind community and the
normalworld,helpthemtoleadpreferredlifestyle.The
device is used to convert text/image to voice for blind,
speech to textual content conversion for deaf and
conversion of hand gestures to text for dumb people. A
typical and simple model for blind, deaf and dumb
people into a single compact device. The advantage of
this device is that it can be easily carried
(transportable) because of its less weightandsize. The
device can be used as smart assistant for specially
abled people to communicate with others and it is a
language independent system.
REFERENCES
[1] Rajamohan Anbarasi, R. Hemavathy, M.
Dhanalakshmi, "Deaf-Mute Communication
Interpreter", International Journal of Scientific
Engineering and Technology, vol. 2, no. 5, pp.
336-341, ISSN 2277-1581
[2] Thorat, V. Satpute, A. Nehe, T. Atre,Y.Ngargoje,
"Indian Sign Language Recognition System for
Deaf People", Int. J. Adv. compt.comm. engg.
IJARCCE, pp. 5319-5321, 2014.
[3] P. Suresh, N. Vasudevan,N.Ananthanarayanan,
"Computer-aided interpreter for hearing and
speech impaired", Proc. IEEE 4th Int. Con!
Comput. IntelI. Commun. Syst. Networks
CICSyN2012, pp. 248-253.
[4] M.Piper, J. D. Hollan, "Supporting medical
conversations between deaf and hearing
individuals with tabletop displays" in CSCW
‘08: Proc. ACM 2008 conf.Computersupported
cooperative work, New York, NY, USA:ACM
Press, pp. 147-156, 2008.
[5] S. B. Davis, P. Mermelstein, "Comparison of
Parametric Representations for Monosyllabic
Word Recognition in Continuously Spoken
Sentences", IEEE Transactions on ASSP, vol.
ASSP-32, no. 2, pp. 263-271.
[6] D. S. Awang Damit, A. I. Che Ani, A. I. Muhamad,
M. H. Abbas, F. Z. Ali, "Dual braille code
translator: Basic education tool for visually
impaired children", 2014 International
Conference on Computer Communications and
Control Technology (I4CT), pp. 399-402, 2014,

More Related Content

What's hot

IRJET- Blind Reader Using Raspberry Pi
IRJET- Blind Reader Using Raspberry PiIRJET- Blind Reader Using Raspberry Pi
IRJET- Blind Reader Using Raspberry PiIRJET Journal
 
VOICE BASED SECURITY SYSTEM
VOICE BASED SECURITY SYSTEMVOICE BASED SECURITY SYSTEM
VOICE BASED SECURITY SYSTEMNikhil Ravi
 
IRJET- Conversational Assistant based on Sentiment Analysis
IRJET- Conversational Assistant based on Sentiment AnalysisIRJET- Conversational Assistant based on Sentiment Analysis
IRJET- Conversational Assistant based on Sentiment AnalysisIRJET Journal
 
Paper on Speech Recognition
Paper on Speech RecognitionPaper on Speech Recognition
Paper on Speech RecognitionThejus Joby
 
IRJET- Chatbot using NLP and Deep Learning
IRJET-  	  Chatbot using NLP and Deep LearningIRJET-  	  Chatbot using NLP and Deep Learning
IRJET- Chatbot using NLP and Deep LearningIRJET Journal
 
IRJET- Portable Camera based Assistive Text and Label Reading for Blind Persons
IRJET- Portable Camera based Assistive Text and Label Reading for Blind PersonsIRJET- Portable Camera based Assistive Text and Label Reading for Blind Persons
IRJET- Portable Camera based Assistive Text and Label Reading for Blind PersonsIRJET Journal
 
IRJET - Voice based E-Mail for Visually Impaired
IRJET - Voice based E-Mail for Visually ImpairedIRJET - Voice based E-Mail for Visually Impaired
IRJET - Voice based E-Mail for Visually ImpairedIRJET Journal
 
IRJET- A Survey to Chatbot System with Knowledge Base Database by using Artif...
IRJET- A Survey to Chatbot System with Knowledge Base Database by using Artif...IRJET- A Survey to Chatbot System with Knowledge Base Database by using Artif...
IRJET- A Survey to Chatbot System with Knowledge Base Database by using Artif...IRJET Journal
 
Smart Pen: Future of Handheld Gadget
Smart Pen: Future of Handheld GadgetSmart Pen: Future of Handheld Gadget
Smart Pen: Future of Handheld GadgetMuhammed Anaz PK
 
IRJET- Applications of Artificial Intelligence in Neural Machine Translation
IRJET- Applications of Artificial Intelligence in Neural Machine TranslationIRJET- Applications of Artificial Intelligence in Neural Machine Translation
IRJET- Applications of Artificial Intelligence in Neural Machine TranslationIRJET Journal
 
Interactive speech based games for autistic children with asperger syndrome
Interactive speech based games for autistic children with asperger syndromeInteractive speech based games for autistic children with asperger syndrome
Interactive speech based games for autistic children with asperger syndromeAmal Abduallah
 
IRJET- Speech Based Answer Sheet Evaluation System
IRJET- Speech Based Answer Sheet Evaluation SystemIRJET- Speech Based Answer Sheet Evaluation System
IRJET- Speech Based Answer Sheet Evaluation SystemIRJET Journal
 
IRJET - E-Assistant: An Interactive Bot for Banking Sector using NLP Process
IRJET -  	  E-Assistant: An Interactive Bot for Banking Sector using NLP ProcessIRJET -  	  E-Assistant: An Interactive Bot for Banking Sector using NLP Process
IRJET - E-Assistant: An Interactive Bot for Banking Sector using NLP ProcessIRJET Journal
 
COMBINED FEATURE EXTRACTION TECHNIQUES AND NAIVE BAYES CLASSIFIER FOR SPEECH ...
COMBINED FEATURE EXTRACTION TECHNIQUES AND NAIVE BAYES CLASSIFIER FOR SPEECH ...COMBINED FEATURE EXTRACTION TECHNIQUES AND NAIVE BAYES CLASSIFIER FOR SPEECH ...
COMBINED FEATURE EXTRACTION TECHNIQUES AND NAIVE BAYES CLASSIFIER FOR SPEECH ...csandit
 
IRJET - Gesture based Communication Recognition System
IRJET -  	  Gesture based Communication Recognition SystemIRJET -  	  Gesture based Communication Recognition System
IRJET - Gesture based Communication Recognition SystemIRJET Journal
 
An optimized approach to voice translation on mobile phones
An optimized approach to voice translation on mobile phonesAn optimized approach to voice translation on mobile phones
An optimized approach to voice translation on mobile phoneseSAT Publishing House
 
An optimized approach to voice translation on mobile phones
An optimized approach to voice translation on mobile phonesAn optimized approach to voice translation on mobile phones
An optimized approach to voice translation on mobile phoneseSAT Journals
 

What's hot (19)

IRJET- Blind Reader Using Raspberry Pi
IRJET- Blind Reader Using Raspberry PiIRJET- Blind Reader Using Raspberry Pi
IRJET- Blind Reader Using Raspberry Pi
 
VOICE BASED SECURITY SYSTEM
VOICE BASED SECURITY SYSTEMVOICE BASED SECURITY SYSTEM
VOICE BASED SECURITY SYSTEM
 
IRJET- Conversational Assistant based on Sentiment Analysis
IRJET- Conversational Assistant based on Sentiment AnalysisIRJET- Conversational Assistant based on Sentiment Analysis
IRJET- Conversational Assistant based on Sentiment Analysis
 
Paper on Speech Recognition
Paper on Speech RecognitionPaper on Speech Recognition
Paper on Speech Recognition
 
30
3030
30
 
IRJET- Chatbot using NLP and Deep Learning
IRJET-  	  Chatbot using NLP and Deep LearningIRJET-  	  Chatbot using NLP and Deep Learning
IRJET- Chatbot using NLP and Deep Learning
 
IRJET- Portable Camera based Assistive Text and Label Reading for Blind Persons
IRJET- Portable Camera based Assistive Text and Label Reading for Blind PersonsIRJET- Portable Camera based Assistive Text and Label Reading for Blind Persons
IRJET- Portable Camera based Assistive Text and Label Reading for Blind Persons
 
IRJET - Voice based E-Mail for Visually Impaired
IRJET - Voice based E-Mail for Visually ImpairedIRJET - Voice based E-Mail for Visually Impaired
IRJET - Voice based E-Mail for Visually Impaired
 
IRJET- A Survey to Chatbot System with Knowledge Base Database by using Artif...
IRJET- A Survey to Chatbot System with Knowledge Base Database by using Artif...IRJET- A Survey to Chatbot System with Knowledge Base Database by using Artif...
IRJET- A Survey to Chatbot System with Knowledge Base Database by using Artif...
 
Smart Pen: Future of Handheld Gadget
Smart Pen: Future of Handheld GadgetSmart Pen: Future of Handheld Gadget
Smart Pen: Future of Handheld Gadget
 
IRJET- Applications of Artificial Intelligence in Neural Machine Translation
IRJET- Applications of Artificial Intelligence in Neural Machine TranslationIRJET- Applications of Artificial Intelligence in Neural Machine Translation
IRJET- Applications of Artificial Intelligence in Neural Machine Translation
 
Interactive speech based games for autistic children with asperger syndrome
Interactive speech based games for autistic children with asperger syndromeInteractive speech based games for autistic children with asperger syndrome
Interactive speech based games for autistic children with asperger syndrome
 
Voice recognition
Voice recognitionVoice recognition
Voice recognition
 
IRJET- Speech Based Answer Sheet Evaluation System
IRJET- Speech Based Answer Sheet Evaluation SystemIRJET- Speech Based Answer Sheet Evaluation System
IRJET- Speech Based Answer Sheet Evaluation System
 
IRJET - E-Assistant: An Interactive Bot for Banking Sector using NLP Process
IRJET -  	  E-Assistant: An Interactive Bot for Banking Sector using NLP ProcessIRJET -  	  E-Assistant: An Interactive Bot for Banking Sector using NLP Process
IRJET - E-Assistant: An Interactive Bot for Banking Sector using NLP Process
 
COMBINED FEATURE EXTRACTION TECHNIQUES AND NAIVE BAYES CLASSIFIER FOR SPEECH ...
COMBINED FEATURE EXTRACTION TECHNIQUES AND NAIVE BAYES CLASSIFIER FOR SPEECH ...COMBINED FEATURE EXTRACTION TECHNIQUES AND NAIVE BAYES CLASSIFIER FOR SPEECH ...
COMBINED FEATURE EXTRACTION TECHNIQUES AND NAIVE BAYES CLASSIFIER FOR SPEECH ...
 
IRJET - Gesture based Communication Recognition System
IRJET -  	  Gesture based Communication Recognition SystemIRJET -  	  Gesture based Communication Recognition System
IRJET - Gesture based Communication Recognition System
 
An optimized approach to voice translation on mobile phones
An optimized approach to voice translation on mobile phonesAn optimized approach to voice translation on mobile phones
An optimized approach to voice translation on mobile phones
 
An optimized approach to voice translation on mobile phones
An optimized approach to voice translation on mobile phonesAn optimized approach to voice translation on mobile phones
An optimized approach to voice translation on mobile phones
 

Similar to IRJET- Communication System for Blind, Deaf and Dumb People using Internet of Things

Audio computing Image to Text Synthesizer - A Cutting-Edge Content Generator ...
Audio computing Image to Text Synthesizer - A Cutting-Edge Content Generator ...Audio computing Image to Text Synthesizer - A Cutting-Edge Content Generator ...
Audio computing Image to Text Synthesizer - A Cutting-Edge Content Generator ...IRJET Journal
 
IRJET- Voice Assisted Text Reading and Google Home Smart Socket Control Syste...
IRJET- Voice Assisted Text Reading and Google Home Smart Socket Control Syste...IRJET- Voice Assisted Text Reading and Google Home Smart Socket Control Syste...
IRJET- Voice Assisted Text Reading and Google Home Smart Socket Control Syste...IRJET Journal
 
IRJET - Sign Language Recognition System
IRJET -  	  Sign Language Recognition SystemIRJET -  	  Sign Language Recognition System
IRJET - Sign Language Recognition SystemIRJET Journal
 
IRJET- Text Reading for Visually Impaired Person using Raspberry Pi
IRJET- Text Reading for Visually Impaired Person using Raspberry PiIRJET- Text Reading for Visually Impaired Person using Raspberry Pi
IRJET- Text Reading for Visually Impaired Person using Raspberry PiIRJET Journal
 
Design of a Communication System using Sign Language aid for Differently Able...
Design of a Communication System using Sign Language aid for Differently Able...Design of a Communication System using Sign Language aid for Differently Able...
Design of a Communication System using Sign Language aid for Differently Able...IRJET Journal
 
IDE Code Compiler for the physically challenged (Deaf, Blind & Mute)
IDE Code Compiler for the physically challenged (Deaf, Blind & Mute)IDE Code Compiler for the physically challenged (Deaf, Blind & Mute)
IDE Code Compiler for the physically challenged (Deaf, Blind & Mute)IRJET Journal
 
IRJET- Virtual Vision for Blinds
IRJET- Virtual Vision for BlindsIRJET- Virtual Vision for Blinds
IRJET- Virtual Vision for BlindsIRJET Journal
 
IRJET - Hand Gestures Recognition using Deep Learning
IRJET -  	  Hand Gestures Recognition using Deep LearningIRJET -  	  Hand Gestures Recognition using Deep Learning
IRJET - Hand Gestures Recognition using Deep LearningIRJET Journal
 
IRJET- Voice to Code Editor using Speech Recognition
IRJET- Voice to Code Editor using Speech RecognitionIRJET- Voice to Code Editor using Speech Recognition
IRJET- Voice to Code Editor using Speech RecognitionIRJET Journal
 
IRJET- Sign Language Converter using OpenCV
IRJET- Sign Language Converter using OpenCVIRJET- Sign Language Converter using OpenCV
IRJET- Sign Language Converter using OpenCVIRJET Journal
 
Speech To Speech Translation
Speech To Speech TranslationSpeech To Speech Translation
Speech To Speech TranslationIRJET Journal
 
Desktop Based Voice Assistant Application Using Machine Learning Approach
Desktop Based Voice Assistant Application Using Machine Learning ApproachDesktop Based Voice Assistant Application Using Machine Learning Approach
Desktop Based Voice Assistant Application Using Machine Learning ApproachIRJET Journal
 
Voice Based Email System For Visual Impaired Using AI
Voice Based Email System For Visual Impaired Using AIVoice Based Email System For Visual Impaired Using AI
Voice Based Email System For Visual Impaired Using AIIRJET Journal
 
IRJET - Speech to Speech Translation using Encoder Decoder Architecture
IRJET -  	  Speech to Speech Translation using Encoder Decoder ArchitectureIRJET -  	  Speech to Speech Translation using Encoder Decoder Architecture
IRJET - Speech to Speech Translation using Encoder Decoder ArchitectureIRJET Journal
 
HAND GESTURE RECOGNITION SYSTEM FOR DUMB AND DEAF PEOPLE
HAND GESTURE RECOGNITION SYSTEM FOR DUMB AND DEAF PEOPLEHAND GESTURE RECOGNITION SYSTEM FOR DUMB AND DEAF PEOPLE
HAND GESTURE RECOGNITION SYSTEM FOR DUMB AND DEAF PEOPLEIRJET Journal
 
Real Time Direct Speech-to-Speech Translation
Real Time Direct Speech-to-Speech TranslationReal Time Direct Speech-to-Speech Translation
Real Time Direct Speech-to-Speech TranslationIRJET Journal
 
IRJET- Review on Text Recognization of Product for Blind Person using MATLAB
IRJET-  Review on Text Recognization of Product for Blind Person using MATLABIRJET-  Review on Text Recognization of Product for Blind Person using MATLAB
IRJET- Review on Text Recognization of Product for Blind Person using MATLABIRJET Journal
 
IRJET - Voice based Email for Visually Challenged People
IRJET - Voice based Email for Visually Challenged PeopleIRJET - Voice based Email for Visually Challenged People
IRJET - Voice based Email for Visually Challenged PeopleIRJET Journal
 
IRJET - Mutecom using Tensorflow-Keras Model
IRJET - Mutecom using Tensorflow-Keras ModelIRJET - Mutecom using Tensorflow-Keras Model
IRJET - Mutecom using Tensorflow-Keras ModelIRJET Journal
 
IRJET- Text Extraction from Text Based Image using Android
IRJET- Text Extraction from Text Based Image using AndroidIRJET- Text Extraction from Text Based Image using Android
IRJET- Text Extraction from Text Based Image using AndroidIRJET Journal
 

Similar to IRJET- Communication System for Blind, Deaf and Dumb People using Internet of Things (20)

Audio computing Image to Text Synthesizer - A Cutting-Edge Content Generator ...
Audio computing Image to Text Synthesizer - A Cutting-Edge Content Generator ...Audio computing Image to Text Synthesizer - A Cutting-Edge Content Generator ...
Audio computing Image to Text Synthesizer - A Cutting-Edge Content Generator ...
 
IRJET- Voice Assisted Text Reading and Google Home Smart Socket Control Syste...
IRJET- Voice Assisted Text Reading and Google Home Smart Socket Control Syste...IRJET- Voice Assisted Text Reading and Google Home Smart Socket Control Syste...
IRJET- Voice Assisted Text Reading and Google Home Smart Socket Control Syste...
 
IRJET - Sign Language Recognition System
IRJET -  	  Sign Language Recognition SystemIRJET -  	  Sign Language Recognition System
IRJET - Sign Language Recognition System
 
IRJET- Text Reading for Visually Impaired Person using Raspberry Pi
IRJET- Text Reading for Visually Impaired Person using Raspberry PiIRJET- Text Reading for Visually Impaired Person using Raspberry Pi
IRJET- Text Reading for Visually Impaired Person using Raspberry Pi
 
Design of a Communication System using Sign Language aid for Differently Able...
Design of a Communication System using Sign Language aid for Differently Able...Design of a Communication System using Sign Language aid for Differently Able...
Design of a Communication System using Sign Language aid for Differently Able...
 
IDE Code Compiler for the physically challenged (Deaf, Blind & Mute)
IDE Code Compiler for the physically challenged (Deaf, Blind & Mute)IDE Code Compiler for the physically challenged (Deaf, Blind & Mute)
IDE Code Compiler for the physically challenged (Deaf, Blind & Mute)
 
IRJET- Virtual Vision for Blinds
IRJET- Virtual Vision for BlindsIRJET- Virtual Vision for Blinds
IRJET- Virtual Vision for Blinds
 
IRJET - Hand Gestures Recognition using Deep Learning
IRJET -  	  Hand Gestures Recognition using Deep LearningIRJET -  	  Hand Gestures Recognition using Deep Learning
IRJET - Hand Gestures Recognition using Deep Learning
 
IRJET- Voice to Code Editor using Speech Recognition
IRJET- Voice to Code Editor using Speech RecognitionIRJET- Voice to Code Editor using Speech Recognition
IRJET- Voice to Code Editor using Speech Recognition
 
IRJET- Sign Language Converter using OpenCV
IRJET- Sign Language Converter using OpenCVIRJET- Sign Language Converter using OpenCV
IRJET- Sign Language Converter using OpenCV
 
Speech To Speech Translation
Speech To Speech TranslationSpeech To Speech Translation
Speech To Speech Translation
 
Desktop Based Voice Assistant Application Using Machine Learning Approach
Desktop Based Voice Assistant Application Using Machine Learning ApproachDesktop Based Voice Assistant Application Using Machine Learning Approach
Desktop Based Voice Assistant Application Using Machine Learning Approach
 
Voice Based Email System For Visual Impaired Using AI
Voice Based Email System For Visual Impaired Using AIVoice Based Email System For Visual Impaired Using AI
Voice Based Email System For Visual Impaired Using AI
 
IRJET - Speech to Speech Translation using Encoder Decoder Architecture
IRJET -  	  Speech to Speech Translation using Encoder Decoder ArchitectureIRJET -  	  Speech to Speech Translation using Encoder Decoder Architecture
IRJET - Speech to Speech Translation using Encoder Decoder Architecture
 
HAND GESTURE RECOGNITION SYSTEM FOR DUMB AND DEAF PEOPLE
HAND GESTURE RECOGNITION SYSTEM FOR DUMB AND DEAF PEOPLEHAND GESTURE RECOGNITION SYSTEM FOR DUMB AND DEAF PEOPLE
HAND GESTURE RECOGNITION SYSTEM FOR DUMB AND DEAF PEOPLE
 
Real Time Direct Speech-to-Speech Translation
Real Time Direct Speech-to-Speech TranslationReal Time Direct Speech-to-Speech Translation
Real Time Direct Speech-to-Speech Translation
 
IRJET- Review on Text Recognization of Product for Blind Person using MATLAB
IRJET-  Review on Text Recognization of Product for Blind Person using MATLABIRJET-  Review on Text Recognization of Product for Blind Person using MATLAB
IRJET- Review on Text Recognization of Product for Blind Person using MATLAB
 
IRJET - Voice based Email for Visually Challenged People
IRJET - Voice based Email for Visually Challenged PeopleIRJET - Voice based Email for Visually Challenged People
IRJET - Voice based Email for Visually Challenged People
 
IRJET - Mutecom using Tensorflow-Keras Model
IRJET - Mutecom using Tensorflow-Keras ModelIRJET - Mutecom using Tensorflow-Keras Model
IRJET - Mutecom using Tensorflow-Keras Model
 
IRJET- Text Extraction from Text Based Image using Android
IRJET- Text Extraction from Text Based Image using AndroidIRJET- Text Extraction from Text Based Image using Android
IRJET- Text Extraction from Text Based Image using Android
 

More from IRJET Journal

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASIRJET Journal
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesIRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web applicationIRJET Journal
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
 

More from IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
 

Recently uploaded

Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerStudy on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerAnamika Sarkar
 
Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingrakeshbaidya232001
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSKurinjimalarL3
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024Mark Billinghurst
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)Suman Mia
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineeringmalavadedarshan25
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxJoão Esperancinha
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )Tsuyoshi Horigome
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130Suhani Kapoor
 
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).pptssuser5c9d4b1
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxupamatechverse
 
Current Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLCurrent Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLDeelipZope
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxpranjaldaimarysona
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxDeepakSakkari2
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Dr.Costas Sachpazis
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 

Recently uploaded (20)

Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerStudy on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
 
Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writing
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineering
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
 
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCRCall Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
 
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptx
 
Current Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLCurrent Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCL
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptx
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptx
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
 
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINEDJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 

IRJET- Communication System for Blind, Deaf and Dumb People using Internet of Things

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 4381 COMMUNICATION SYSTEM FOR BLIND, DEAF AND DUMB PEOPLE USING INTERNET OF THINGS Bindhushree C A1, Chaithra M2, Monisha G3, Vinutha H4 1,2,3UG Student, Dept. of Information Science Engineering, RRCE, Bangalore, Karnataka, India 4Assistant Professor, Dept. Information Science of Engineering, RRCE,Bangalore, Karnataka, India ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - Addressing the issues of people who are blind, deaf and dumb within a single system is a tough job. Nowadays researches concentrate only on one of the above issues but not the combination of all. The proposed system concentrates on addressing the different technique that solves the blind people problems by capturing the image then that image willbeconvertedto text as well as speech. It solves the problem of a deaf person by converting speech to text. And also for dumb people, the system supports by convertinggesturestotext as well as speech. All these problems can be solved by using single system. Key Words: blind, deaf, dumb, issues, guestures, image, text speech 1. INTRODUCTION Communication is the best medium by way of which we can proportion our mind or carry the message but for a person with disability (blind, deaf and dumb) faces issue in verbal exchange with normal individual. The blind, deaf anddumbpeoplearen'tconcernedwith the social world due to their disabilities. Unintentionally, they maybe handledinanuncommon way through the rest of the society. Neverthelessofthe massive number of blind, dumb and deaf people very much less study is done so to reduce the communication barrier. Sign language is a communication skillthisisusedtoconveyameaningof a speaker’s thought the use of gesture. It is a effectively-structured code gesture, each gesture has a meaning assigned to it. The gesture is a non-verbal communication which includes themotionofthehand. Primarily, there may be two main sign language recognitionmethod namely, picture- basedandsensor based. The proposed system facilitates blind, deaf and dumb people to effectively share their thoughts with each other. Solution is provided for blind deaf and dumb people with the aid of the usage of the system. For blind people, the image is captured using Logitech digital camera that's converted into text by using Tesseract OCRandtheresultedtextistransformedinto speech using espeak which is spelled out through speaker and the textual content is likewise displayed. Dumb people can use hand gesture to communicate with normal people. For deaf people the speech is transformed into textualcontentbymeansoftheusage of a internet site known as speechtexter.com 1.1 Objective  The main goal of this paper is to offer a standard lifestyle for deaf dumb and blind peoples as normal ones.  Through this the visually impaired people can able to recognize the phrases without difficulty.  The vocally impaired humans can communicate their message through text and gestures.  The deaf people can able to understand others speech from the text that is displayed. This helps them to experience the independent life. 2. ARCHITECTURE System architecture is a conceptual model that defines the structure, behavior, and extra perspectives of a system. An architecture description is a formal description and representation of a system, prepared in a way that helps reasoning approximately the systems and behaviors of the system. Fig -1: System Architecture
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 4382 This system architecture consists of  Logitech camera  Speaker  Microphone  S D card Logitech camera It is a plug and play setup which is simpletoapply.This can easily make video calls on predominant IMs. It has a 25MP camera with high resolution. It has built in mikes with proper sounds offers you a better communique with none noise. We are using a Logitech camera which is capturing the image and gesture control function. Speakers Speakers are one of the maximum commonplace output tool used with pc systems. Irrespective of their design the purpose of speaker is to provide audio output that can be heard by way of the listener. Audio system is transducer that converts electromagnetic waves into sound waves. Microphone A microphone is a device that captures audiobymeans of changing sound waves into an electrical alert .The signal can be amplified as analog indicators or may be converted to a digital signal, which may be processed by means of a computer or other digital audio device 3. IMPLEMENTATION Implementation is nothing but executing one’s own plan, idea, model, design, specification, application, standard, algorithm, or policy. Anotherwayofdefining, an implementation is analysation of a technical and procedure or algorithm as a program, software devices, or other computer system through programming and deployment. for a given standard and specification many implementation may exist and a user can choose the desired one. There are many different ways of implementing the project; the designed model is chosen Python because python is a widely andnowadaysitisthemost commonly used high-level, general-purpose, interpreted, dynamic programming language. This language facilitates the user to understandability and readability of code in a easier manner. Compared to other programminglanguageslikeC++orJAVA,python syntax allows user to write code flexible in fewer lines. The language intension is to enable user to construct a clear programs on both small and large scale. multiple programming paradigms, including object-oriented, imperative and functional programmingorprocedural concepts is provided in python. It enables a dynamic type system and automatic memory management and has a huge and systematic standard library. Python interpreters are flexible so that installation on many operating systems and execute the Python code on a wide variety of systems. With the help of third-party tools, such as Py2exeorPyinstaller, Pythoncode canbe packaged python c ode can be made into stand- alone executable programs for some of the most widely used popular operating systems, withoutusing any installation of a Python interpreter for the downloading any of the python softwares. Fig- 2:Flow Chart
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 4383 4. RESULTS AND DISCUSSION The Paper is divided into 4 different modules:  Text-to-Speech  Image-to-Speech  Gesture-to-Speech  Speech-Text 4.1 Text to speech : - Conversion of Text to speech is done for the dumb people who are not able to share their thoughts. The people who are not able to speak convert their thoughtstotextaswellasspeech.The convertedvoice message is spoken out by espeak synthesizer. the operating system and sub process will be imported after selecting the option1. text to speech function will be called and input the text. After receiving the text from keyboard, the espeak synthesizer transform the textual content to voice. Refer Figure 2. 4.2 Image to speech : - The image to speech conversion is developed for people who are not able to see and cannot analyse text. To aid blind persons, we have associated the Logitech digicam to record the image using OpenCV software. The recorded image is transformed totext with help of Tesseract OCR and In Tesseract OCR, the modifiable thresholding approaches are used to converttheimageintobinaryformsandtheresultwill be in character outlines. The espeak synthesizer checks the converted text. Fig-2: Image to speech 4.3. Gesture to speech: - To help the deaf people those who cannot communicate their thoughts with normal ones, This Gesture to speech strategy is developed. The gestures used by Dumb people to talk is difficult to understand by normal people. Initially, it records the image and preferred portion is considered. for finer performance the RGBimagewill be converted into gray scale image. using Gaussian blur algorithm unfocus the cropped picture and highlight the focused portion of image .identify the outline and angle between two fingers. with the help of convex hull feature, finger point is implemented .Calculate the number of angles which is less than 90 degree that results number of faults. The text is printed on the display neglecting the number of faults and read out through speaker. Fig-3: Gesture to speech 4.4. Speech to text: - The speech to text procedure is provided to people who are unable to understand the thoughts of normal people which is conveyed through speech. To convert the voice of normal peopletotextwhichcanbe understood by deaf people in their local language? An URL speechtexter.com link is used in web browser which automatically converts the voice to speech. through a microphone that is converted into a text format . The variety of local languages is supported by the given URL.Ifthevoicesignalisrecognisedcorrectly without any noise then it is printed as the text content on the display else, it gives the error signal . The printed text can also subjected to modification such as changing font colour ,size and can be downloaded if necessary.
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 4384 Fig-4: Speech to text 4. CONCLUSION Thispaperaimstominimizethecommunicationbridge between the deaf, dumb and blind community and the normalworld,helpthemtoleadpreferredlifestyle.The device is used to convert text/image to voice for blind, speech to textual content conversion for deaf and conversion of hand gestures to text for dumb people. A typical and simple model for blind, deaf and dumb people into a single compact device. The advantage of this device is that it can be easily carried (transportable) because of its less weightandsize. The device can be used as smart assistant for specially abled people to communicate with others and it is a language independent system. REFERENCES [1] Rajamohan Anbarasi, R. Hemavathy, M. Dhanalakshmi, "Deaf-Mute Communication Interpreter", International Journal of Scientific Engineering and Technology, vol. 2, no. 5, pp. 336-341, ISSN 2277-1581 [2] Thorat, V. Satpute, A. Nehe, T. Atre,Y.Ngargoje, "Indian Sign Language Recognition System for Deaf People", Int. J. Adv. compt.comm. engg. IJARCCE, pp. 5319-5321, 2014. [3] P. Suresh, N. Vasudevan,N.Ananthanarayanan, "Computer-aided interpreter for hearing and speech impaired", Proc. IEEE 4th Int. Con! Comput. IntelI. Commun. Syst. Networks CICSyN2012, pp. 248-253. [4] M.Piper, J. D. Hollan, "Supporting medical conversations between deaf and hearing individuals with tabletop displays" in CSCW ‘08: Proc. ACM 2008 conf.Computersupported cooperative work, New York, NY, USA:ACM Press, pp. 147-156, 2008. [5] S. B. Davis, P. Mermelstein, "Comparison of Parametric Representations for Monosyllabic Word Recognition in Continuously Spoken Sentences", IEEE Transactions on ASSP, vol. ASSP-32, no. 2, pp. 263-271. [6] D. S. Awang Damit, A. I. Che Ani, A. I. Muhamad, M. H. Abbas, F. Z. Ali, "Dual braille code translator: Basic education tool for visually impaired children", 2014 International Conference on Computer Communications and Control Technology (I4CT), pp. 399-402, 2014,