Android-based English Grammar Checker with Voice Recognition

Android- found incline Grammar see with Voice Recognition crimpIn this paper, the Researchers describe an Android-based Voice Recognition arranging that acts as a grammar retard specific all toldy ge ard to the needs of non- indigenous speakers who argon forgeting to study and be familiarized with side run-in. This paper athe likes of examines how wrong employ of grammar passel affect the communication of quite a little both orally and in writing. Most commercial grammar disciplines on the market today argon meant to be lend oneselfd by native speakers of a nomenclature who provoke good intuitions ab come to the fore their own language competence. These tools were made to ease native speakers who were non fluent in former(a) language, thus making their creates grammatically correct. However, these errors vary from one another, the reason why distinct grammar learns be designed for different specific needs. The grammar checking component uses island processing r ather than a full parse. This approach is both rapid and appropriate when a text contains many errors. In this research, it aims to develop a complete congresswoman-based face grammar checker drill that will armed service non-native speakers that want to learn and to speak side of meat fluently. The focus of this paper is the grammar checking component. This approach is both useful and more efficient, since it direct corrects the grammar by translating the voice into text. The administration also used Internet attend Engines that will provide examples of how the content of the voice into text segment sack be expressed in a grammatically correct and idiomatical way. This application can abet people having a hard cartridge clip in expressing themselves victimization the English spoken communication.KEYWORDSVoice Recognition, Grammar Checker, Android, infixed terminology Processing, Mobile, Application, Vocabulary, Grammar gateOne of the rough-cut reasons of miscommu nication is due to wrong choice of words, controling to poor grammar. deplorable grammar later results of miscommunication or worse, someone with bad grammar was often insulted or disgrace by people. To avoid these, word-processing systems are developed at the present clock already include grammar checkers that are used to locate different grammatical errors in a text.These tools were made to help native speakers who were not fluent in another language, thus making their yields grammatically correct. It is also intended to help its researchers to write texts in English, which is not their language. Although their command of the language is generally accep plank, most of them do not feel confident round their correctness and the expressiveness of their writing. However, these errors vary from one another, the reason why different grammar checkers are designed for different specific needs. Internet provides a countless total of documents in English so the main rompction of th e checker is the use of an Internet search engine that detects the text segments that are not found on any web pages.But most of these tools were aimed to help native speakers to check their English grammar, exclusively what about Filipino and other citizens who are not fluent in speaking in English Language? How can one point out his or her grammar mistakes when they are trying to write a paper in our language? We designed an Android application for grammar-checking in English Language by using voice recognition.This android application aims to help the substance abusers that wants to learn English Language fluently and at the alike time, it can help to alter their English vocabulary and grammar. The system will require the user to record a voice message. After the recording, the system will translate the message into text. thither will be two buttons, the record again and go. If the text output is wrong, the user should press the record again button and if the text output is co rrect, the user can proceed. The system will now check the grammar. For example, the user recorded Matt like Fish. The text output was correct, so the user pressed go. The system will now process the grammar checking and afterwards a few seconds, the system will bring forth the corrected result via text output which is Matt likes Fish.In order to find out the common errors usually done by users, we conducted a survey among say-so users around the New Era University, specifically some Filipino students who are a bit struggling when it comes to speaking English fluently. We ranked the results by percentage so that we know what we should be focusing on. A check of 30 respondents participated in the survey.DESCRIPTION OF THE COMPONENTSInternet search engineGrammar CheckerInternet Search engineThe checker used the Wordnet 3.0 engine, a lexical database for the English Language. It arranges English words into eagernesss of synonyms called syn ascertains. The engines used to find the search results for a text segment are Google and Yahoo.Grammar CheckerPart of a system that verify written text for grammatical correctness. The implementation of a grammar checker makes use of Natural Language Processing. Once the grammar checker has been active, the text which is based on the voice recorded by the user will sustain a number of stages. It is separated into sentences and words. The individual words are and so looked up in the internet. It includes all the words that occur in the system with all its possible usage. methodologyThe table shows the results of the survey. With this table, we are now advised about the common mistakes that the potential users might commit. This table will help us to distinguish and to focus more on the most common error to help the users more efficiently. The common error that had the highest percentage is the untimely structure of English sentences. Next is the improper use of verbs. Third is an improper classification of Noun. Fourt h is the improper combinations of certain words, fifth is incorrect use of Adjectives and lastly, is improper use of Adverbs. This application will help the users construct English sentences which are grammatically correct. In this way, the users will learn their mistakes and at the same time, learn how to speak and write in English fluently.The following table gives the percentages of errors found in the surveys conducted.Table 1. Error PercentageSYSTEM computer computer architectureFigure 1 Grammar Checker ArchitectureFigure 1 shows the architecture of the system. It shows the flow of the system and how the system works and also how to gain and give a possible output of the application.Figure 1.2 Voice RecognitionIn this picture, it shows the stress of the users recorded voice and translates it into text. The system will recognize the voice and checks its grammar in the process. After that, the user will now find out his/her mistakes and the system will provide the correct grammar .METHODOLOGYRELATED WORKSAutomatic voice recognition has a desire history speech processing. Automatic speech recognitioncan bedefinedas the independent, computer-driven transcription of spoken language into readable text in real time (Stuckless, 1994).There is a lot of research has been done for Android applications including Speech Analysis and Natural Language Processing.Voice Recognition today is still improving as additional uses for the applied science are developed. The utilize voice analysis to cerebrate activities happened around a user.Voice Recognition Technology can set up to depend on tools known as grammar models that help disparage the data required to recognize the signals.DESIGN AND ALGORITHM ANALYSISThe eCheck An Android-based English Grammar Checker Using Voice Recognition is designed to guide and help not only Filipino citizens, but also other people that want to learn English fluently and at the same time, improve their English vocabulary and grammar skills .SYSTEM OVERVIEWAs stated in this study, the Researchers applied the same basic principles as they have adopted before, however, the Researchers considered a graph to show the flow of the system and to show how our application work. The Researchers also tried and true to measure the connection of each sentence in the message of the set of categories in our study.Once the grammar checker has been activated, the text which is based on the voice recorded by the user will undergo a number of stages. It is separated into sentences and words. The individual words are then looked up in the dictionary (see Burnage 1990). It includes all the words that occur in the system with all its possible usage. There are some words that are the same, but has a different meaning. In this sense our dictionary is not a simplified type. It is vast but simply a shorter version.CONCLUSION / RECOMMENDATIONSThe capacitance and reliability of the Voice Recognition technology have been ever-growing. With more solicitude and implementation into the worlds most common operating devices, this technology will continue to develop.The Overall evaluation of this application is very helpful, specially to the Filipino citizens. This application can generate data that can give answers to their grammar and speaking concerns, With the advancement of technology, doing a grammar check and spelling is easier than you think. It no time-consuming requires hitting the books and having lots of thesauruses or dictionaries at hand.The Researchers recommend this application for non-native speakers having a hard time in expressing themselves using the English Language.This application can be used for the business and transactions that requires them to speak in English. Because this application can help them to learn more about the English Language by just speaking and by knowing the grammar proper and the sort out pronunciation of it. There are many features of English that make it fun and interesting to l earn. The Researchers also recommend this application to Everyone who wants to learn the proper grammar in English, for them to improve, to gain more knowledge and to fully develop their speaking and also grammar concerns in their own language. By using this application, they are just like having a tutor and a grammar book.The Researchers also recommend that if this study continues to improve, it is needed to be developed and implemented because these tools were made to help native speakers who were not fluent in English language and to discover more about it.