International Research Journal of Engineering and Technology (IRJET) Volume: 09 Issue: 05 | May 2022
www.irjet.net
e-ISSN: 2395-0056 p-ISSN: 2395-0072
Desktop Based Voice Assistant Application Using Machine Learning Approach Ashish Agarwal1, Chanchal Sharma2, Tushita Agarwal3 1,2,3 Student,
Dept. of Computer Science Engineering, MIET, Meerut, UP, India ---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - A voice assistant can schedule reminder , it can
and voice is the major key . It is most useful for the blind people who can just use their voice to do things[7]. Examples of the task we can do with virtual assistant :- • Weather updates • Update about mail • Web search • Can play music, video • Alarm setter • Run any program or application • Reading newspaper Not just these task we can do much more as per the need of the user. In this project the voice assistant is developed for the window or linux users. It is a desktop-based assistant that is developed using python libraries and modules . This assistant can do all basic tasks as it is the basic model , current technology is good but need to be merged with IOT and machine learning for advance feature and enhancements[8]. Python libraries and modules are used to develop the model and machine learning is used to train the model , linux and windows commands are also being used in this so that it can work perfectly on the operating system. Three models that involved in our model is:- 1. Supervised Learning 2. Unsupervised Learning 3. Reinforcement Learning These model are depending on the usage of the user. Machine learning and deep learning play important role in achieving this. Writing commands again and again for particular task is completely removed by the voice assistant. As the model is created any number of users can use it at any time and easy to use . Voice assistant help to do any task at the ease and also with less time[9].
note things , it can calculate , it can search and do more stuffs by Desktop Voice assistant system. This project works on input - output system it takes voice as input and gives output in form of voice or by displaying text on screen. This system makes human being intelligent and provide us an quick result Also saves the time . Microphone is used to take inputs and then that input is converted into a computer language and give the best result. Key Words: Desktop voice assistant, Natural language processing, Microphone, Computer language, Machine learning.
1. INTRODUCTION Ai system are more popular in today's world as it help in interaction of human being with machines. Machines can also now interact , observe , explore actions ,habits this shows how much development is there. The software programs that help us to ease our day to day task is virtual assistant. Command can be given in two forms by text or by voice. Voice based smart assistant need and invoking word. Examples of these types of assistant are Apple's siri , Amazon's alexa , Microsoft's cortana etc[1]. This project is based on the desktop. In this generation where technology is overpowering , machines has the major role. Performance is the main factor. Technology is developing in such a way that it can behave like human and do work by own. This is how virtual assistant came into picture[2]. Digital assistant that use speech recognition to take commands of user and by the language processing algorithm process the commands and perform the task as per user requirement. Virtual assistant ignore the ambient noise and gives the relevant information[3,4]. This is a complete software based technology but it is also being integrated into the devices and also can work on single device such as alexa. Major changes are occuring in technology therefore it is necessary to train in machine learning , deep learning and neural networks. Today we interact with our machine via voice assistant. Nowadays , all big companies are using virtual assistant so that they can use voice to ease their work. Hence , by voice assistant we are advancing to higher level through which we can interact with machine[5,6]. This technology is more useful for the old people , children , physically challenged and blind people as it make it ease to interact with machines
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2. LITERATURE REVIEW Voice assistants had come into the picture from 1962. IBM brought a tool into the market known as shoebox IBM . This device can recognise the spoken digits , which it return through the lamps. It can grasp 16 words in total[10]. All assistants use language processing to execute its tasks. Further we have a voice assistant named cortana , it had been developed by Microsoft for the desktop purpose. So the basic function of all the voice assistants is to voice configure processing , and this development is the result of the modernistic technology which is AI( artificial intelligence) . Crux of these assistant is a coincident cycle i.e voice command. A well known personality Sutar Shekhar and various researchers together bring an app which implies the system functioning by voices[11]. It further involve the ability which is send message through voice command , it is specially for the people who are partially sighted . In future there is a plan to develop an engine who recognise local language. As we all know that
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