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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 29
Text Reading for Visually Impaired Person using Raspberry Pi
Miss. Harshala V. Gode1, Prof. Prashant R. Indurkar2
1Student, Dept. of Electronics & Telecommunication Engineering, Bapurao Deshmukh College of Engineering,
Sevagram, Wardha, Maharashtra, India
2Professor, Dept. of Electronics & Telecommunication Engineering, Bapurao Deshmukh College of Engineering,
Sevagram, Wardha, Maharashtra, India
-----------------------------------------------------------------------***--------------------------------------------------------------------------
Abstract:- Human communication is based on Speech and
text. To access text, a person needs to have vision. People
having poor vision are able to collect information in the
form of voice. The proposed system helps visually impaired
person to hear the text. Also it is very difficult for blind
people to operate electrical devices this paper offers
Google Home's voice recognition with the conception of
machine-learning to prove the feasibility analysis using
smart home socket for completing the user’s need. The
proposed idea involves two methods optical character
recognition and text to speech conversion. Extraction of
the text from the image and converting it into speech is
prototype for a person having poor vision to recognize the
products in the real world. The Proposed method is carried
out by using Raspberry pi and portability is achieved by
using a battery backup. Thus the user can carry the device
anywhere and able to use at any time.
Keywords: Optical character recognition, Text to
speech conversion, Raspberry Pi, Raspbian OS.
1. Introduction
In humans day to day life speech plays an important role
to explain one’s thoughts. Reading is one of the most
significant difficulties for blind people. Mobile phones,
computers, and availability of digital cameras make are
feasible to assist the blind person. Combining the
existing beneficial products such as optical character
recognition system (OCR) and computer vision tools is
one of the camera based application for visually blind
people. In this proposed system text recognition is done
by Open Computer Vision (Open CV), a library of
functions used for implementing image processing
techniques. Image processing is a technique of using
mathematical operations in image, any form of inputs
such as image, a series of images, or a video can be used
for processing. An image is a set of characteristics or a
parameter related to the image, is the output of image
processing. Reading devices and technologies involving
telegraphy can be created for visually impaired persons
with the help of OCR.
Text obtained by converting binary image using
Tesseract library in OCR. In this system text to voice
output conversion is done with the help of e-Speak
algorithm. The e-Speak is a Text- To-Speech (TTS)
system which converts text into speech. Speech
synthesis is known as Tte artificial production of human
speech. The speech synthesizer can be implemented in
software or a hardware product. The platform used for
this purpose is known as a speech synthesizer. High-
quality output in specific usage domains allows the
storage of entire words or sentences. A synthesizer can
incorporate the model of a vocal tract and other human
voice characteristics. The aim of this paper is to build an
efficient camera based assistive text reading device. The
idea contains text extraction from image clicked by a
camera installed on a spectacle. The extracted text is
then converted to audio signals and to voice output. It is
also helpful to detect a person’s face in the frame. With
the help of Raspberry pi where the portability is the
main aim is carried out, which is achieved by providing a
battery backup.
2. Related work
There are a lot of devices which assist the visually
challenged for navigation indoor and outdoor. A couple
of them are [1] autonomous walking stick helps visually
impaired person to hear the text in which text file
converted into audio signal using MTLABB16. This
system is cost effective and user compatible without use
of internet connectivity. System Consume more power to
operate. [2] Serves an electronic long cane for blind
person. This system was designed using haptic sensors
that are used to detect obstacles above the waistline. But
this system can detect obstacles only above the
waistline.
Late years have seen various text to speech conversion
system for visually impaired people. [3] system is
developed to help visually impaired person to hear the
text. An optical character recognition technology is used.
An algorithm development is done with the help of
MATLAB16 software. Product label reading and speech
conversion system is developed for blind person. Which
serves a productive and efficient motion based technique
for defining a region of interest (ROI) in the video by
shaking the object in the image. Gaussian based
background subtraction method is used for extracting
region of movement of an object. Optical character
recognition technique is used for recognizing text
character. Augmented reality based multimodal system
is developed which used (OCR) and text to speech
technology used.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 30
3. Proposed methodology
The proposed method is to help blind person in reading
the text present on the text labels, printed notes and
products as a camera based assistive text reader. The
proposed system has two different modes. The text
modes and automation mode.
Fig.1: Proposed System Architecture(A)
The idea Involves text recognition and faces detection
from image taken by camera on spectacle and recognizes
the text using OCR. Conversion of the recognized text file
to voice output by e-Speak algorithm.
The system is good for portability, which is achieved by
providing a battery backup. The portability allows the
user to carry the device anywhere and can use at any
time. A prototype was developed which uses a camera on
spectacle and Raspberry pi that works in real time.
Fig.2: Proposed System Architecture(B)
The binarized image is cropped so that the portions of
the image with no characters are removed. The cropped
frame is loaded to the tesseract OCR so as to perform
text recognition. Output of the Tesseract OCR will be text
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 31
file which is the input of the e-Speak. The e-Speak
creates an analog signal corresponding to the text file
given as the input. An analog signal produced by the e-
Speak is then given to a headphone to get the audio
output signal. Proposed system OCR and TSS methods
along with raspberry pi as operating system.
4. Conclusion
Paper has gone through different text to speech
conversion system. Difficulty for visually impaired
person is to read product label documents. None of the
system physically help to the blind move around. Blind
people cannot control smart home without any support
system. Some text to speech conversion system is also
present. Which help blind people to understand the text.
They are not reliable because of their blurring of
captured image, bulky hardware, and Weak language
translation ratio. Limited text are recognized and
converted into speech. In our will extract more words as
possible.
Reference
1. “Autonomous Walking Stick For The Blind Using
Echolocation And Image Processing” by
Akhilesh Krishnan, Deepakraj G, Nishanth
N, Dr.K.M. Anandkumar in 978-1-5090-5256-
1/16/$31.00_c 2016 IEEE.
2. “Voice aided electronic stick:” Alejandro R.
GarciaRamirez and Renato Fonseca Livramento
da Silvaetal (2012) “
3. “OCR Based Image Text To Speech Conversion
Using MATLAB,” the Second International
Conference on Intelligent Computing and
Control Systems (ICICCS 2018)” by Sneha C.
Madre. and Prof. S. B. Gundre. Department of
Electronics and Telecommunication,
Department of Electronics and
Telecommunication, Government College of
Engineering, Aurangabad
4. “Character Detection and Recognition System
for Visually Impaired People” IEEE
International Conference on Recent Trends in
Electronics Information Communication
Technology, May 20-21, 2016, India” Akhilesh A.
Panchal, Shrugal Varde, M.S. Panse.
5. “Alternative Product Label Reading And Speech
Conversion: An Aid for Blind Person”
Rajendrasing Rajput, Rushikesh Borse, Associate
Professor Dept. of Electronics and
Telecommunication Engg. Dept. of Electronics
and Telecommunication Engg. Sinhgad Academy
of Engineering, Pune Sinhgad Academy of
Engineering, Pune Savitribai Phule Pune
University Savitribai Phule Pune University 978-
1-5386-4008-1/17/$31.00 ©2017 IEEE
6. “Speech enabled Integrated AR-based
Multimodal Language Translation “2016
Conference on Advances in Signal Processing
(CASP) Cummins College of Engineering for
Women, Pune. Jun 9-11, 2016” by Mahesh
Bhargava1, Pavan Dhote2, Amit Srivastava3, Ajai
Kumar4 AAI, Centre for development of
Advanced Computing(C-DAC), Pune, India
7. “Voice Recognition by Google Home and
Raspberry Pi for Smart Socket Control” by
Chen-Yen Peng and Rung-Chin Chen in 2018
Tenth International Conference on Advanced
Computational Intelligence (ICACI) March 29–
31, 2018, Xiamen, China, 978-1-5386-4362-
4/18/$31.00 © 2018 IEEE.
8. “Hot glass –human face, object and textual
recognition for visually challenged” by
diwakarsrinath, Praveen Ram in 978-1-5090-
6221-8/17/$31.00_c 2017 IEEE.
9. Ms.Rupali, D Dharmale, Dr. P.V. Ingole, "Text
Detection and Recognition with Speech Output
for Visually Challenged Person",vol. 5, Issue 1,
January 2016.
10. “Nagaraja, L., et al. "Vision based text
recognition using raspberry PI." National
Conference on Power Systems, Industrial
Automation (NCPSIA 2015).
11. Rajkumar N, Anand M.G, Barathiraja N,
"Portable Camera Based Product Label Reading
For Blind People.",IJETT, Vol. 10 Number 11 -
Apr 2014.
12. Ezaki, Nobuo, et al. "Improved text-detection
methods for a camera-based text reading system
for visually impaired persons." Eighth
International Conference on Document Analysis
and Recognition (ICDAR’05). IEEE, 2005.
13. Chucai Yi, Yingli Tian and Aries Arditi, “Portable
Camera-Based Assistive Text and Product Label
Reading from Hand-Held Objects for Visually
impaired persons,” IEEE/ASME Transactions on
Mechatronics, Vol. 19, No. 3, pp.808, June 2014.

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Text-to-speech device for visually impaired

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 29 Text Reading for Visually Impaired Person using Raspberry Pi Miss. Harshala V. Gode1, Prof. Prashant R. Indurkar2 1Student, Dept. of Electronics & Telecommunication Engineering, Bapurao Deshmukh College of Engineering, Sevagram, Wardha, Maharashtra, India 2Professor, Dept. of Electronics & Telecommunication Engineering, Bapurao Deshmukh College of Engineering, Sevagram, Wardha, Maharashtra, India -----------------------------------------------------------------------***-------------------------------------------------------------------------- Abstract:- Human communication is based on Speech and text. To access text, a person needs to have vision. People having poor vision are able to collect information in the form of voice. The proposed system helps visually impaired person to hear the text. Also it is very difficult for blind people to operate electrical devices this paper offers Google Home's voice recognition with the conception of machine-learning to prove the feasibility analysis using smart home socket for completing the user’s need. The proposed idea involves two methods optical character recognition and text to speech conversion. Extraction of the text from the image and converting it into speech is prototype for a person having poor vision to recognize the products in the real world. The Proposed method is carried out by using Raspberry pi and portability is achieved by using a battery backup. Thus the user can carry the device anywhere and able to use at any time. Keywords: Optical character recognition, Text to speech conversion, Raspberry Pi, Raspbian OS. 1. Introduction In humans day to day life speech plays an important role to explain one’s thoughts. Reading is one of the most significant difficulties for blind people. Mobile phones, computers, and availability of digital cameras make are feasible to assist the blind person. Combining the existing beneficial products such as optical character recognition system (OCR) and computer vision tools is one of the camera based application for visually blind people. In this proposed system text recognition is done by Open Computer Vision (Open CV), a library of functions used for implementing image processing techniques. Image processing is a technique of using mathematical operations in image, any form of inputs such as image, a series of images, or a video can be used for processing. An image is a set of characteristics or a parameter related to the image, is the output of image processing. Reading devices and technologies involving telegraphy can be created for visually impaired persons with the help of OCR. Text obtained by converting binary image using Tesseract library in OCR. In this system text to voice output conversion is done with the help of e-Speak algorithm. The e-Speak is a Text- To-Speech (TTS) system which converts text into speech. Speech synthesis is known as Tte artificial production of human speech. The speech synthesizer can be implemented in software or a hardware product. The platform used for this purpose is known as a speech synthesizer. High- quality output in specific usage domains allows the storage of entire words or sentences. A synthesizer can incorporate the model of a vocal tract and other human voice characteristics. The aim of this paper is to build an efficient camera based assistive text reading device. The idea contains text extraction from image clicked by a camera installed on a spectacle. The extracted text is then converted to audio signals and to voice output. It is also helpful to detect a person’s face in the frame. With the help of Raspberry pi where the portability is the main aim is carried out, which is achieved by providing a battery backup. 2. Related work There are a lot of devices which assist the visually challenged for navigation indoor and outdoor. A couple of them are [1] autonomous walking stick helps visually impaired person to hear the text in which text file converted into audio signal using MTLABB16. This system is cost effective and user compatible without use of internet connectivity. System Consume more power to operate. [2] Serves an electronic long cane for blind person. This system was designed using haptic sensors that are used to detect obstacles above the waistline. But this system can detect obstacles only above the waistline. Late years have seen various text to speech conversion system for visually impaired people. [3] system is developed to help visually impaired person to hear the text. An optical character recognition technology is used. An algorithm development is done with the help of MATLAB16 software. Product label reading and speech conversion system is developed for blind person. Which serves a productive and efficient motion based technique for defining a region of interest (ROI) in the video by shaking the object in the image. Gaussian based background subtraction method is used for extracting region of movement of an object. Optical character recognition technique is used for recognizing text character. Augmented reality based multimodal system is developed which used (OCR) and text to speech technology used.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 30 3. Proposed methodology The proposed method is to help blind person in reading the text present on the text labels, printed notes and products as a camera based assistive text reader. The proposed system has two different modes. The text modes and automation mode. Fig.1: Proposed System Architecture(A) The idea Involves text recognition and faces detection from image taken by camera on spectacle and recognizes the text using OCR. Conversion of the recognized text file to voice output by e-Speak algorithm. The system is good for portability, which is achieved by providing a battery backup. The portability allows the user to carry the device anywhere and can use at any time. A prototype was developed which uses a camera on spectacle and Raspberry pi that works in real time. Fig.2: Proposed System Architecture(B) The binarized image is cropped so that the portions of the image with no characters are removed. The cropped frame is loaded to the tesseract OCR so as to perform text recognition. Output of the Tesseract OCR will be text
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 31 file which is the input of the e-Speak. The e-Speak creates an analog signal corresponding to the text file given as the input. An analog signal produced by the e- Speak is then given to a headphone to get the audio output signal. Proposed system OCR and TSS methods along with raspberry pi as operating system. 4. Conclusion Paper has gone through different text to speech conversion system. Difficulty for visually impaired person is to read product label documents. None of the system physically help to the blind move around. Blind people cannot control smart home without any support system. Some text to speech conversion system is also present. Which help blind people to understand the text. They are not reliable because of their blurring of captured image, bulky hardware, and Weak language translation ratio. Limited text are recognized and converted into speech. In our will extract more words as possible. Reference 1. “Autonomous Walking Stick For The Blind Using Echolocation And Image Processing” by Akhilesh Krishnan, Deepakraj G, Nishanth N, Dr.K.M. Anandkumar in 978-1-5090-5256- 1/16/$31.00_c 2016 IEEE. 2. “Voice aided electronic stick:” Alejandro R. GarciaRamirez and Renato Fonseca Livramento da Silvaetal (2012) “ 3. “OCR Based Image Text To Speech Conversion Using MATLAB,” the Second International Conference on Intelligent Computing and Control Systems (ICICCS 2018)” by Sneha C. Madre. and Prof. S. B. Gundre. Department of Electronics and Telecommunication, Department of Electronics and Telecommunication, Government College of Engineering, Aurangabad 4. “Character Detection and Recognition System for Visually Impaired People” IEEE International Conference on Recent Trends in Electronics Information Communication Technology, May 20-21, 2016, India” Akhilesh A. Panchal, Shrugal Varde, M.S. Panse. 5. “Alternative Product Label Reading And Speech Conversion: An Aid for Blind Person” Rajendrasing Rajput, Rushikesh Borse, Associate Professor Dept. of Electronics and Telecommunication Engg. Dept. of Electronics and Telecommunication Engg. Sinhgad Academy of Engineering, Pune Sinhgad Academy of Engineering, Pune Savitribai Phule Pune University Savitribai Phule Pune University 978- 1-5386-4008-1/17/$31.00 ©2017 IEEE 6. “Speech enabled Integrated AR-based Multimodal Language Translation “2016 Conference on Advances in Signal Processing (CASP) Cummins College of Engineering for Women, Pune. Jun 9-11, 2016” by Mahesh Bhargava1, Pavan Dhote2, Amit Srivastava3, Ajai Kumar4 AAI, Centre for development of Advanced Computing(C-DAC), Pune, India 7. “Voice Recognition by Google Home and Raspberry Pi for Smart Socket Control” by Chen-Yen Peng and Rung-Chin Chen in 2018 Tenth International Conference on Advanced Computational Intelligence (ICACI) March 29– 31, 2018, Xiamen, China, 978-1-5386-4362- 4/18/$31.00 © 2018 IEEE. 8. “Hot glass –human face, object and textual recognition for visually challenged” by diwakarsrinath, Praveen Ram in 978-1-5090- 6221-8/17/$31.00_c 2017 IEEE. 9. Ms.Rupali, D Dharmale, Dr. P.V. Ingole, "Text Detection and Recognition with Speech Output for Visually Challenged Person",vol. 5, Issue 1, January 2016. 10. “Nagaraja, L., et al. "Vision based text recognition using raspberry PI." National Conference on Power Systems, Industrial Automation (NCPSIA 2015). 11. Rajkumar N, Anand M.G, Barathiraja N, "Portable Camera Based Product Label Reading For Blind People.",IJETT, Vol. 10 Number 11 - Apr 2014. 12. Ezaki, Nobuo, et al. "Improved text-detection methods for a camera-based text reading system for visually impaired persons." Eighth International Conference on Document Analysis and Recognition (ICDAR’05). IEEE, 2005. 13. Chucai Yi, Yingli Tian and Aries Arditi, “Portable Camera-Based Assistive Text and Product Label Reading from Hand-Held Objects for Visually impaired persons,” IEEE/ASME Transactions on Mechatronics, Vol. 19, No. 3, pp.808, June 2014.