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Call for Papers:Vol.11 Issue.4

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Title: :  ENABLING INCLUSIVE COMMUNICATION: A STUDY ON VOICE-BASED EMAIL SYSTEMS WITH BCRYPT, GMM, MFCC, AND AI
PaperId: :  26184
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 2 2025
DUI:    16.0415/IJARIIE-26184
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Fidha GafoorHoly Grace Academy of Engineering
Jeswin Jolly PereppadanHoly Grace Academy of Engineering
Nazz NajeebHoly Grace Academy of Engineering
Muhammed Nahshal APHoly Grace Academy of Engineering

Abstract

Computer Engineering
Accessibility, Artificial Intelligence (AI), Assistive Technology, BCRYPT, Biometric Authentication, Gaussian Mixture Model (GMM), Inclusive Communication, Mel Frequency Cepstral Coefficient (MFCC), Speech Recognition, Speech-to-Text (STT), Text-to-Speech (TTS)
The rise of digital communication has transformed how individuals interact, yet email platforms remain largely inaccessible to users with visual impairments due to their heavy reliance on graphical interfaces and text input. Although assistive technologies such as screen readers and speech synthesizers have improved accessibility, they often lack natural interaction, contextual understanding, and robust security. This paper presents a comprehensive study on voice-based email systems designed specifically for visually impaired users, with a focus on integrating advanced technologies such as BCRYPT for secure authentication, Gaussian Mixture Models (GMM) and Mel Frequency Cepstral Coefficients (MFCC) for speaker verification, and Artificial Intelligence (AI) for intelligent voice interaction. Through a detailed literature survey, we analyze the evolution of voice-controlled email platforms, explore their limitations, and identify critical factors influencing usability, accuracy, and user independence. The proposed system addresses challenges such as speech recognition variability, limited multilingual support, dependency on internet connectivity, and data privacy. By merging AI-driven interaction with biometric security, this work aims to develop an inclusive communication framework that empowers visually impaired individuals with a seamless, secure, and personalized emailing experience.

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IJARIIE Fidha Gafoor, Jeswin Jolly Pereppadan, Nazz Najeeb, and Muhammed Nahshal AP. "ENABLING INCLUSIVE COMMUNICATION: A STUDY ON VOICE-BASED EMAIL SYSTEMS WITH BCRYPT, GMM, MFCC, AND AI" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 2 2025 Page 1696-1702
MLA Fidha Gafoor, Jeswin Jolly Pereppadan, Nazz Najeeb, and Muhammed Nahshal AP. "ENABLING INCLUSIVE COMMUNICATION: A STUDY ON VOICE-BASED EMAIL SYSTEMS WITH BCRYPT, GMM, MFCC, AND AI." International Journal Of Advance Research And Innovative Ideas In Education 11.2(2025) : 1696-1702.
APA Fidha Gafoor, Jeswin Jolly Pereppadan, Nazz Najeeb, & Muhammed Nahshal AP. (2025). ENABLING INCLUSIVE COMMUNICATION: A STUDY ON VOICE-BASED EMAIL SYSTEMS WITH BCRYPT, GMM, MFCC, AND AI. International Journal Of Advance Research And Innovative Ideas In Education, 11(2), 1696-1702.
Chicago Fidha Gafoor, Jeswin Jolly Pereppadan, Nazz Najeeb, and Muhammed Nahshal AP. "ENABLING INCLUSIVE COMMUNICATION: A STUDY ON VOICE-BASED EMAIL SYSTEMS WITH BCRYPT, GMM, MFCC, AND AI." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 2 (2025) : 1696-1702.
Oxford Fidha Gafoor, Jeswin Jolly Pereppadan, Nazz Najeeb, and Muhammed Nahshal AP. 'ENABLING INCLUSIVE COMMUNICATION: A STUDY ON VOICE-BASED EMAIL SYSTEMS WITH BCRYPT, GMM, MFCC, AND AI', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 2, 2025, p. 1696-1702. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/ENABLING_INCLUSIVE_COMMUNICATION__A_STUDY_ON_VOICE_BASED_EMAIL_SYSTEMS_WITH_BCRYPT__GMM__MFCC__AND_AI_ijariie26184.pdf (Accessed : ).
Harvard Fidha Gafoor, Jeswin Jolly Pereppadan, Nazz Najeeb, and Muhammed Nahshal AP. (2025) 'ENABLING INCLUSIVE COMMUNICATION: A STUDY ON VOICE-BASED EMAIL SYSTEMS WITH BCRYPT, GMM, MFCC, AND AI', International Journal Of Advance Research And Innovative Ideas In Education, 11(2), pp. 1696-1702IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/ENABLING_INCLUSIVE_COMMUNICATION__A_STUDY_ON_VOICE_BASED_EMAIL_SYSTEMS_WITH_BCRYPT__GMM__MFCC__AND_AI_ijariie26184.pdf (Accessed : )
IEEE Fidha Gafoor, Jeswin Jolly Pereppadan, Nazz Najeeb, and Muhammed Nahshal AP, "ENABLING INCLUSIVE COMMUNICATION: A STUDY ON VOICE-BASED EMAIL SYSTEMS WITH BCRYPT, GMM, MFCC, AND AI," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 2, pp. 1696-1702, Mar-App 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/ENABLING_INCLUSIVE_COMMUNICATION__A_STUDY_ON_VOICE_BASED_EMAIL_SYSTEMS_WITH_BCRYPT__GMM__MFCC__AND_AI_ijariie26184.pdf [Accessed : ].
Turabian Fidha Gafoor, Jeswin Jolly Pereppadan, Nazz Najeeb, and Muhammed Nahshal AP. "ENABLING INCLUSIVE COMMUNICATION: A STUDY ON VOICE-BASED EMAIL SYSTEMS WITH BCRYPT, GMM, MFCC, AND AI." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 2 ().
Vancouver Fidha Gafoor, Jeswin Jolly Pereppadan, Nazz Najeeb, and Muhammed Nahshal AP. ENABLING INCLUSIVE COMMUNICATION: A STUDY ON VOICE-BASED EMAIL SYSTEMS WITH BCRYPT, GMM, MFCC, AND AI. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(2) : 1696-1702. Available from: https://ijariie.com/AdminUploadPdf/ENABLING_INCLUSIVE_COMMUNICATION__A_STUDY_ON_VOICE_BASED_EMAIL_SYSTEMS_WITH_BCRYPT__GMM__MFCC__AND_AI_ijariie26184.pdf
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