TEXT TO SPEECH & SPEECH TO TEXT CONVERTER

##plugins.themes.bootstrap3.article.sidebar##

pdf
Published May 7, 2024

##plugins.themes.bootstrap3.article.main##

Archana Chaudhari
Department of Instrumentation and Control Engineering, Vishwakarma Institute of Technology, Pune, India.
Sanket Shinde
Department of Instrumentation and Control Engineering, Vishwakarma Institute of Technology, Pune, India.
Yash Sonone Sonone
Department of Instrumentation and Control Engineering, Vishwakarma Institute of Technology, Pune, India.
Siddhant Sumare
Department of Instrumentation and Control Engineering, Vishwakarma Institute of Technology, Pune, India.

Abstract

This research introduces a Python-powered Text-To-Speech (TTS) and Speech-To-Text (STT) converter, leveraging the gTTS and SpeechRecognition libraries with Tkinter for the graphical user interface. The TTS component utilizes gTTS to transform text into natural-sounding speech, promoting accessibility for auditory learners. Concurrently, the STT functionality employs SpeechRecognition to capture spoken input via a microphone, converting it into text. The system prioritizes user experience through error handling, user feedback, and a clean GUI. Threading enhances responsiveness, crucial during speech recognition. The project's modularity facilitates maintenance and potential expansions, addressing usability and accessibility concerns. The integration of these technologies contributes to the field of human-computer interaction and assistive technologies. Results showcase the system's efficacy in providing a seamless experience for users requiring efficient text and speech interactions in a Python environment. The open-source nature encourages collaborative development for diverse applications, including education and accessibility solutions.

##plugins.themes.bootstrap3.article.details##

Issue
Vol 11 No 5 (2024): Volume 11 Issue 5
Section
Articles

References

[1]. Shahana Bano, Pavuluri Jithendra, Gorsa Lakshmi Niharika, Yalavarthi Sikhi. Speech to Text Translation enabling Multilingualism.2020 IEEE International Conference for Innovation in Technology (INOCON) Bengaluru, India. Nov 6-8, 2020
[2]. Dhanush Kumar S, Lavanya S, Madhumita G, Mercy Rajaselvi V. Journal of Speech to Text Conversion. International Journal of Advance Research, Ideas and Innovations in Technology 2018.
[3]. German Bordel, Luis J. Rodriguez-Fuentes, Mikel Pe ´ nagarikano, Amparo Varona. GTTS Systems for the Albayzin 2022 Text and Speech Alignment Challenge.IberSPEECH 2022 14-16 November 2022, Granada, Spain.
[4]. Shivangi Nagdewani, Ashika Jain. A Review On Methods For Speech-To-Text And Text-To-Speech Conversion. Volume: 07 Issue: 05 | May 2020.
[5]. Vinaya Phutak, Richa Kamble, Sharmila Gore, Minal Alave, R.R.Kulkarn. Text to Speech Conversion using Raspberry - PI. International Journal of Innovative Science and Research Technology. Volume 4, Issue 2, February – 2019.
[6]. H. K. ,. A. L. Pranjal Ingle, “Voice based e-mail system for the Blinds”.
[7]. A. ,. A. a. K. T.Shabana, “A Review on Voice based e-mail System for Blinds –,” 2015.
[8]. N. K. P. S. Shashank Tripathi, “Voice based Email System for Visually Impaired and Differently abled,” International Journal of Engineering Research & Technology (IJERT), 2019.
[9]. D. Y. S. R. Ibrahim Patel, “SPEECH RECOGNITION USING HMM WITH MFCC- AN,” 2010.
[10]. N. K. P. K. Bhupinder Singh, “Speech Recognition with Hidden Markov Model: A Review,” International Journal of Advanced Research in Computer Science and Software Engineering, 2012.
[11]. S. K. Saksamudre, “A Review on Different Approaches for Speech,” 2015.
[12]. G. K. K. Sanjivani S. Bhabad, “An Overview of Technical Progress in Speech Recognition,” International Journal of Advanced Research in Computer Science and Software Engineering, 2013.
[13]. P. K. Kurzekar, “A Comparative Study of Feature Extraction Techniques for Speech Recognition System,” International Journal of Innovative Research in Science, Engineering and Technology, 2014.
[14]. N. T. D. B. Sunanda Mendiratta, “A Robust Isolated Automatic Speech Recognition System using Machine Learning Techniques,” 2019.
[15]. S. R. Mache, “Review on Text-To-Speech Synthesizer,” International Journal of Advanced Research in Computer and Communication Engineering, 2015.