Real Time Implementation of Image Recognition and Text to Speech Conversion
نویسندگان
چکیده
This paper introduces an innovative, efficient and realtime cost beneficial technique that enables user to hear the contents of documents/text images instead of reading through them. It combines the concept of Optical Character Recognition (OCR) and Text to Speech Synthesiser (TTS) in MATLAB R2011b. This kind of system enables visually impaired people to interact with computers effectively through vocal interface. It also enables users to listen the audio created from the contents of web pages, e-books, documents and almost all electronically available data thereby enhancing the human-computer interactions. It is used to develop a system which extracts text data from images containing horizontally aligned text using Optical Character Recognition (OCR) and speaks out the extracted text data using Text to Speech synthesizer (TTS).
منابع مشابه
Real Time Implementation of a License Plate Location Recognition System Based on Adaptive Morphology
License plate recognition (LPR) by using morphology has the advantage of resistance to brightness changes; high speed processing, and low complexity. However these approaches are sensitive to the distance of the plate from the camera and imaging angle. Various assumptions reported in other works might be unrealistic and cause major problems in practical experiences. In this paper we considered ...
متن کاملTemplate Matching Based on Optical Character Recognition Aided to Visually Challenged People
An image be defined as a matrix of square pixels arranged in rows and columns. Image processing is a leading technology which enhance raw images received from gadgets such as camera or a mobile phone in normal day-to-day life for various applications. Core idea for image to text and speech conversion is to overcome the challenges faced by a visually challenged people in real life. It formulates...
متن کاملOff-line Arabic Handwritten Recognition Using a Novel Hybrid HMM-DNN Model
In order to facilitate the entry of data into the computer and its digitalization, automatic recognition of printed texts and manuscripts is one of the considerable aid to many applications. Research on automatic document recognition started decades ago with the recognition of isolated digits and letters, and today, due to advancements in machine learning methods, efforts are being made to iden...
متن کاملارائه یک روش جدید بازیابی اطلاعات مناسب برای متون حاصل از بازشناسی گفتار
In this article a pre-processing method is introduced which is applicable in speech recognized texts retrieval task. We have a text corpus, t generated from a speech recognition system and a query as inputs, to search queries in these documents and find relevant documents. A basic problem in a typical speech recognized text is some error percentage in recognition. This, results erroneously ass...
متن کاملImplementation of a Speech Based Interface System for Visually Impaired Persons
Text to speech system (TTS) has become more popular to visually impaired people to assist them on reading textual information from digital sources and printed resources such as image acquired texts from newspaper and magazines. This paper describes the implementation of a voice based human-computer interface system with a complete text recognition and speech processing capability. A new idea is...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2014