SURVEY ON SMART VIRTUAL VOICE ASSISTANT
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This document summarizes a survey on smart virtual voice assistants. It discusses how voice assistants are becoming more intelligent and able to perform a variety of tasks like managing schedules, making lists, searching the internet, and more using only voice commands. The document also outlines the design methodology, working, advantages and limitations of developing a voice assistant using techniques like natural language processing, speech recognition, text-to-speech and accessing online APIs.
![International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 01 | Jan 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 217
SURVEY ON SMART VIRTUAL VOICE ASSISTANT
Manjusha Jadhav1, Krushna Kalyankar2, Ganesh Narkhede3, Swapnil Kharose4
Guide – Prof. Priyadarshani Doke1
1,2Department of Computer Engineering, Alard College of Engineering and Management, Pune-57.
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract – In this modern era, day to day life become smarter
& interlinked with technology. We already know some voice
assistant like google, Siri etc. Now in our voice assistant
system, it can act as your smart friend, daily schedule
manager, to do writer, calculator & search tool. This project
works on speech input & give output through speech &text on
screen.
This assistant attaches with the world wide web to provide
result that the user required. Natural language processing
algorithm helps machines to engage in communication using
natural human language in many forms.
Key Words: Personal Voice Assistants, Speech Recognition,
Artificial Intelligence.
1. INTRODUCTION
Virtual assistant is software program that helps you ease
your day-to-day tasks, such as showing weather forecasting,
listing reminders, creating to do list etc. They can take
commands as voice or text. Voice based intelligent assistant
need an invoking words or wake wordstoactivethelistener,
followed by commands. For my project the wake, up word is
“MANAV”.
Our voice assistant is designed to be used efficiently for all
users. This personal assistant software improves users’
productivity by managing day to day tasks & providing
information from online sources to users.
Voice searches have dominated overtext search. Websearch
can conduct via mobile devices have only just overtaken
those carried out using a computer and the analysis are
already predicting that 50% of searches will be via voice by
2020.virtual assistant are turning out to be smarter than
ever. Permit your brainysubordinatetomake email work for
you, notice determined, choice out significant statistics,
systematize procedure, and distribute modified reply.
1.1 PROBLEM DEFINITION:
User needs to manually accomplish numerous sets of
applications to comprehensive single task. We already
have multiple voice assistantsbutthereisproblemvoice
reorganization. There is need of a voice assistant that
can understand English in Indian accent & work on it.
Voice assistant should e able to model complex tasks, it
needs to be tasted for finding optimize path when a task
has multiple subtasks & each sub task can have its own
sub tasks.
1.2 MOTIVATION:
A voice assistant makes our life easier, saves out time
&OneVoice assistant helps user with functions that are
the backbone of our day. Someone who talks with you
when your alone or feel lonely someone who manager
your daily routines take care of your mental & physical
health. Main motivation is the voice assistant helps
adults & disables people to perform their day-to-day
tasks.
2. LITERATURE SURVEY
Voice assistant consume stood the hot topic of AI in fresh
studies. We collect a number of papers in order to examine
voice assistant and then analyze data.
P. meliorate [1]. A computer mainly grounded method for
execution a command through a voice user interface on a
subdivision of items. The item contains written contents
that’s converted to voice output.
A.M Weeretunga [2]. This project is mainly focused to help
visually disabled to access social media and other internet-
based services, because understanding digital content is an
extremely important and hard problem for this user group.
Prajyot Mane[3]. The system enables the user to get fractures
provided by different applications on a single platform. The
application will world and provide profile management
automation. This system performs statically without any
human intervention.
Veton Kepuska [4]. The most familiar application of phone is
“SIRI” which reasons the end user to inform end user
adaptable with voice and it furthermore respond to thevoice
charge of the client in this scheme open data is assembly
considerationforimaginativeadministrativecreation,mainly
in the region ancient government, bio science and attached
undertaking.
Schlash s [5]. This paper presents a voice associate which
apply exposed information as its education foundation.it is
highlighted by alteration of exactness as per the user
reproaches and procurementofunregisteredstatisticsbythe
user provision.](https://image.slidesharecdn.com/irjet-v9i138-220910080703-dde0d5dc/85/SURVEY-ON-SMART-VIRTUAL-VOICE-ASSISTANT-1-320.jpg)
![International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 01 | Jan 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 219
5. SCOPE OF SYSTEM
Voice assistant will remain to proposal additional distinct
involvement as they get improved at distinguishingamongst
speech. however, it’s not just developers that need to
address the complexity of developing for voice as brandalso
need to understand the capabilities of each device and
integration and if it makes sense for their specific brand.
They will also need to focus on minting a user experience
that is consistent within the coming year as complexity
becomes more concern. This is becausethegraphicinterface
with voice subordinate is absent user basically cannot
realize or touch a voice assistant interface.
5.1 ADVANTAGES
A voice assistant makes your life easier.
It can be an expert in any field.
A voice assistant allows you to provide more
coverage in all kinds of different technologies.
You have a smart and intelligent friend always with
you.
5.2 LIMITATION:
Requires internet connection.
Mediocre sound quality
Accent and speech reorganization.
Background noise interface
5.3 APPLICATIOONs:
Voice tech in healthcare
Mobile app integration
Disabled’s helping guide
Adults helping hand.
6. CONCLUSIONS
Through this voice assistant we have automated various
services using a single line command it ease most of the
tasks of the users like searching the web, retrieving weather
forecast details daily news and medical related queries.
We mainly aim to make this project a complete server
assistant and make it smart enough to act as a replacement
for a general server administration. This system is designed
to minimize the human efforts and control the device with
just human voice.
REFERENCES
[1] P. Meliorate∗, S. School ¨ ∗, G. Chollet∗, J. Boudy, A.
Esposito G. Pelosi “BUILDING THE NEXT GENERATION
OF PERSONAL DIGITAL ASSISTANTS” ATSIP'2014
March 17-19, 2014, Sousse, Tunisia ©2014 IEEE
[2] A.M. Weeratunga, S.A.U. Jayawardena, HasinduP.M.A.K.,
W.P.M. Prashan and S, Thelijjagoda" Project Nethra - An
Intelligent Assistant for the Visually Disabledto Interact
with Internet Services" 978-1-4799-1876-8/15/531.00
2015 IEEE.
[3] Prajyot Mane, Shubham Senone". NachiketGaikwadand
Prof. Jyoti Ramteke “Smart Personal Assistant using
MachineLearning"978-1-5386-1887-5/17/$31.002017
IEE.
[4] Veton Kepuska, Gamal Bohouta" Next-Generation of
Virtual Personal Assistants (Microsoft Cortana, Apple
Siri, Amazon Alexa and Google Home)"978-1-5386-
4649-6/18/$31.00 €2018 IEEE
[5] Schlash S, Prajwal N Stivatsa, Sille S, Ullas A, Santosh
Artificial Intelligence-based Voice Assistant"978-1-
7281-6821-4/20/831.002020 IEEE Yash Mittal, Pradhi
Toshniwal “A voice-controlled multifunctional Smart
Home Automation System”, 2015 India Conference
(INDICON), IEEE.](https://image.slidesharecdn.com/irjet-v9i138-220910080703-dde0d5dc/85/SURVEY-ON-SMART-VIRTUAL-VOICE-ASSISTANT-3-320.jpg)
SURVEY ON SMART VIRTUAL VOICE ASSISTANT
- 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 01 | Jan 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 217 SURVEY ON SMART VIRTUAL VOICE ASSISTANT Manjusha Jadhav1, Krushna Kalyankar2, Ganesh Narkhede3, Swapnil Kharose4 Guide – Prof. Priyadarshani Doke1 1,2Department of Computer Engineering, Alard College of Engineering and Management, Pune-57. ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract – In this modern era, day to day life become smarter & interlinked with technology. We already know some voice assistant like google, Siri etc. Now in our voice assistant system, it can act as your smart friend, daily schedule manager, to do writer, calculator & search tool. This project works on speech input & give output through speech &text on screen. This assistant attaches with the world wide web to provide result that the user required. Natural language processing algorithm helps machines to engage in communication using natural human language in many forms. Key Words: Personal Voice Assistants, Speech Recognition, Artificial Intelligence. 1. INTRODUCTION Virtual assistant is software program that helps you ease your day-to-day tasks, such as showing weather forecasting, listing reminders, creating to do list etc. They can take commands as voice or text. Voice based intelligent assistant need an invoking words or wake wordstoactivethelistener, followed by commands. For my project the wake, up word is “MANAV”. Our voice assistant is designed to be used efficiently for all users. This personal assistant software improves users’ productivity by managing day to day tasks & providing information from online sources to users. Voice searches have dominated overtext search. Websearch can conduct via mobile devices have only just overtaken those carried out using a computer and the analysis are already predicting that 50% of searches will be via voice by 2020.virtual assistant are turning out to be smarter than ever. Permit your brainysubordinatetomake email work for you, notice determined, choice out significant statistics, systematize procedure, and distribute modified reply. 1.1 PROBLEM DEFINITION: User needs to manually accomplish numerous sets of applications to comprehensive single task. We already have multiple voice assistantsbutthereisproblemvoice reorganization. There is need of a voice assistant that can understand English in Indian accent & work on it. Voice assistant should e able to model complex tasks, it needs to be tasted for finding optimize path when a task has multiple subtasks & each sub task can have its own sub tasks. 1.2 MOTIVATION: A voice assistant makes our life easier, saves out time &OneVoice assistant helps user with functions that are the backbone of our day. Someone who talks with you when your alone or feel lonely someone who manager your daily routines take care of your mental & physical health. Main motivation is the voice assistant helps adults & disables people to perform their day-to-day tasks. 2. LITERATURE SURVEY Voice assistant consume stood the hot topic of AI in fresh studies. We collect a number of papers in order to examine voice assistant and then analyze data. P. meliorate [1]. A computer mainly grounded method for execution a command through a voice user interface on a subdivision of items. The item contains written contents that’s converted to voice output. A.M Weeretunga [2]. This project is mainly focused to help visually disabled to access social media and other internet- based services, because understanding digital content is an extremely important and hard problem for this user group. Prajyot Mane[3]. The system enables the user to get fractures provided by different applications on a single platform. The application will world and provide profile management automation. This system performs statically without any human intervention. Veton Kepuska [4]. The most familiar application of phone is “SIRI” which reasons the end user to inform end user adaptable with voice and it furthermore respond to thevoice charge of the client in this scheme open data is assembly considerationforimaginativeadministrativecreation,mainly in the region ancient government, bio science and attached undertaking. Schlash s [5]. This paper presents a voice associate which apply exposed information as its education foundation.it is highlighted by alteration of exactness as per the user reproaches and procurementofunregisteredstatisticsbythe user provision.
- 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 01 | Jan 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 218 3. DESIGN METHODOLOGY Based on past work and assessment, the project is accomplished with understanding of an intelligent assistant capable of taking user command andanalysesitandrespond the user by using voice media. Python libraries and speech reorganization APLs are used to integrate thepersonal voice assistant python speech to text model is used. 3.1 SYSTEM ARCHITECTURE Fig: system Architecture Speech Recognitions Modules: The system uses speech reorganization module named python-text-to- speech(pyttx3) module. It is used to adapt user input to text. The pyttsx3 componentofpythonhasconstructedinspeech- to-text and text-to-speech machine. It makes system more interactive with the user. API calls: An API is a package interface that allows dual program to interconnect with one another. In petite API is the connection that directs the demand to the provider and then returns the reply of that demand. Python Backend: the python backend receives the users query in the form of text and determine if the query isanAPI call or data extraction then result is sent back to python backend, at any point of time, this system is able to react with an appropriate response. Data Extraction: It is the procedure of mining systematized statistics from the chaotic machine-readable documents. In our proposed system, we have extracted the relevant data that has been asked by user. Text-To-Speech Module: this component is tremendously useful to persons who have trouble in interpretation. Text- to-speech engine can be implemented in a variety of languages, dialects, and advanced vasculatures by using third party libraries. 4. WORKING Python -we are using python 3.7 and 3.9 versions not working well with TensorFlow module currently,3.7ismore stable version of python. TensorFlow-This is an endwise open-source stage for machine learning .it is comprehensive,stretchyenvironment of tools, lending library and public properties that lets investigate drive the state of the art in machine learning and developers’ informal figure and organize machine learning motorized application. 4.1 data flow diagram: Fig: DFD level0 Fig-DFD level 01 Fig: DFD level 02
- 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 01 | Jan 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 219 5. SCOPE OF SYSTEM Voice assistant will remain to proposal additional distinct involvement as they get improved at distinguishingamongst speech. however, it’s not just developers that need to address the complexity of developing for voice as brandalso need to understand the capabilities of each device and integration and if it makes sense for their specific brand. They will also need to focus on minting a user experience that is consistent within the coming year as complexity becomes more concern. This is becausethegraphicinterface with voice subordinate is absent user basically cannot realize or touch a voice assistant interface. 5.1 ADVANTAGES A voice assistant makes your life easier. It can be an expert in any field. A voice assistant allows you to provide more coverage in all kinds of different technologies. You have a smart and intelligent friend always with you. 5.2 LIMITATION: Requires internet connection. Mediocre sound quality Accent and speech reorganization. Background noise interface 5.3 APPLICATIOONs: Voice tech in healthcare Mobile app integration Disabled’s helping guide Adults helping hand. 6. CONCLUSIONS Through this voice assistant we have automated various services using a single line command it ease most of the tasks of the users like searching the web, retrieving weather forecast details daily news and medical related queries. We mainly aim to make this project a complete server assistant and make it smart enough to act as a replacement for a general server administration. This system is designed to minimize the human efforts and control the device with just human voice. REFERENCES [1] P. Meliorate∗, S. School ¨ ∗, G. Chollet∗, J. Boudy, A. Esposito G. Pelosi “BUILDING THE NEXT GENERATION OF PERSONAL DIGITAL ASSISTANTS” ATSIP'2014 March 17-19, 2014, Sousse, Tunisia ©2014 IEEE [2] A.M. Weeratunga, S.A.U. Jayawardena, HasinduP.M.A.K., W.P.M. Prashan and S, Thelijjagoda" Project Nethra - An Intelligent Assistant for the Visually Disabledto Interact with Internet Services" 978-1-4799-1876-8/15/531.00 2015 IEEE. [3] Prajyot Mane, Shubham Senone". NachiketGaikwadand Prof. Jyoti Ramteke “Smart Personal Assistant using MachineLearning"978-1-5386-1887-5/17/$31.002017 IEE. [4] Veton Kepuska, Gamal Bohouta" Next-Generation of Virtual Personal Assistants (Microsoft Cortana, Apple Siri, Amazon Alexa and Google Home)"978-1-5386- 4649-6/18/$31.00 €2018 IEEE [5] Schlash S, Prajwal N Stivatsa, Sille S, Ullas A, Santosh Artificial Intelligence-based Voice Assistant"978-1- 7281-6821-4/20/831.002020 IEEE Yash Mittal, Pradhi Toshniwal “A voice-controlled multifunctional Smart Home Automation System”, 2015 India Conference (INDICON), IEEE.