Engineering, Multidisciplinary, Artificial Intelligence, Signal Processing
6
Scopus Publications
75
Scholar Citations
5
Scholar h-index
3
Scholar i10-index
Scopus Publications
Impact of augmented reality as an ICT tool to deliver engineering education content Samuel Jacob, Mandar Warde, Pratibha Dumane 2020 International Conference on Convergence to Digital World Quo Vadis Iccdw 2020, 2020 Augmented reality has found itself as an excellent candidate to deliver content for education. There is a definite need for improved visualization when it comes to Engineering education. AR could present itself as a good candidate to do so. This paper presents the use of Augmented Reality for engineering education. The need for visualization finds itself at the core of imparting Engineering education and there are various platforms to do so. We continue the work presented in an earlier publication where we have implemented our smartbooks concept for delivering an engaging AR experience. We have presented the use of AR for delivering content for three fundamental engineering subjects: Engineering mechanics, engineering drawing and electrical engineering. We have also explored a different user interface to improve our AR content delivery. Examples for each are demonstrated and so are their use cases. Measuring the impact of using AR was a particular challenge with variable usage across students. We have defined certain metrics (engagement factor) that help us correlate usage with impact. We have measured the impact of our AR implementation through well designed questionnaires, and used the academic scores of the candidates as an output metric to measure impact. The objective of this research is to present a case for the use of AR in being a front-runner ICT technology for delivering engineering education.
Automated System for Management of Examination Processes Bilal H. Hungund, Anas Shaikh, Ghazi Owais, Aabidi Sayyed Ali, Pratibha Dumane 2019 International Conference on Nascent Technologies in Engineering Icnte 2019 Proceedings, 2019 Examination plays a vital role in any education system. It has been observed that most of the activities being managed in any examination cell or by any examination conducting authority are traditionally manually conducted activities. With the availability of computers and internet, it is time that the examination activities are automated. This will not only help in automation of the routinely conducted activities but also help in utilizing the manpower available for enhancing the processes and their skill sets. It will help in efficiently utilizing the resources available for conducting an examination in the organization. The paper focuses on the activities that can be effectively managed in the context of an Examination Cell. An automated system will benefit both students and exam cell coordinators to easily handle the manual processes involved. Automation of the various routine, manual and repetitive activities will help in optimal utilization of the infrastructural resources as well as manpower resources.
Implementation of sequential machine for encryption of textual information Selena Dias, Tanmay Kumbhar, Tyrel Menezes, Caroline Pinto, Pratibha Dumane International Journal of Engineering and Technology Uae, 2018 Cryptography is a secured transfer of information between users to avoid leakage of information. Research of techniques for cryptography using public key is done to have a need of great computational power besides being highly complex and time consuming for obtaining the key. Neural networks are found to have an edge over these shortcomings for obtaining the keys. In this paper, n – state sequential machine is used to examine Artificial Neural Network as a toll for cryptography. The results thereby obtained demonstrate the use of artificial neural network for cryptography.
Speech synthesis using LPC G. Sawant, A. Singh, K. Kadam, R. Mazarello, P. Dumane Icwet 2010 International Conference and Workshop on Emerging Trends in Technology 2010 Conference Proceedings, 2010 Today, perhaps the biggest area of concern in the transmission of signals is bandwidth and its availability. Speech synthesis means the production of a speech signal by using stored speech parameters. These parameters are generated by a process known as speech analysis. A popular technique used for speech analysis and synthesis is linear predictive coding (LPC). In this technique, the previous n samples of a speech signal are used to predict the next sample of the signal. The prediction error, which is the error between such a reconstructed sample and the actual sample, is minimised. It is possible to synthesize a signal with a reduced bit rate and reasonably good quality. Such signals can be extremely useful for low bandwidth and therefore, low bit rate applications. In this paper, we examine the LPC technique in detail and propose a system for speech synthesis based on LPC. The aim is to synthesize speech of acceptable quality, with a sizeable reduction in bit rate.
RECENT SCHOLAR PUBLICATIONS
From Data to Decisions: A Critical Review of Ethics and Bias in Deep Learning AV Pratibha Dumane International Conference on Computing, STEM and Applied Sciences, organized … , 2025 2025
Evaluating the Effectiveness of Machine Learning Models for Early Diagnosis of Chronic Kidney Disease SC Siddhant Kedar, Pranjali Raval, Amogh Workilar, Sarika Galphade, Pratibha ... The Indian Journal of Technical Education 47 (1), 235-239 , 2024 2024
Sustainable Development Assessment of South Asian Countries Using Fuzzy Logic A Tripathi, S Shaikh, E Noronha, S Kote, P Dumane, S Chavan Techno-Societal 2016, International Conference on Advanced Technologies for … , 2022 2022
Fuzzy based Sustainable Development Assessment for South Asian Countries SC Abhishek Tripathi, Shafaque Shaikh, Elton Noronha, Sagar Kote, Pratibha ... 2021 Conference on Technologies for Future Cities (CTFC 2021) organized by … , 2021 2021
Dysarthria Detection using Convolutional Neural Network P Dumane, B Hungund, S Chavan Techno-Societal 2020: Proceedings of the 3rd International Conference on … , 2021 2021 Citations: 18
Detection of Micro-Cracks in Electroluminescence Images of Photovoltaic Modules N Mathias, F Shaikh, C Thakur, S Shetty, P Dumane, D Chavan Proceedings of the 3rd International Conference on Advances in Science … , 2020 2020 Citations: 26
Impact of Augmented Reality as an ICT tool to Deliver Engineering Education Content S Jacob, M Warde, P Dumane 2020 International Conference on Convergence to Digital World-Quo Vadis … , 2020 2020 Citations: 12
Design and Implementation of Automatic Coin Dispensing Machine SS Chavan, C Fernandes, PR Dumane, SL Varma ICCCE 2019: Proceedings of the 2nd International Conference on … , 2020 2020 Citations: 5
Use of Mel Frequency Cepstral Coefficients for the Implementation of a Speaker Recognition System BVP Pratibha R. Dumane, Rachel T. Pol, Dhanashri S. Sawant, Priyanka S. Sharma International Journal of Emerging Technologies and Innovative Research (www … , 2019 2019
Automated System for Management of Examination Processes BH Hungund, A Shaikh, G Owais, AS Ali, P Dumane 2019 International Conference on Nascent Technologies in Engineering (ICNTE … , 2019 2019 Citations: 4
Sustainability Assessment by Use of Fuzzy Logic—A Review PR Dumane, AD Sarate, SS Chavan Computing, Communication and Signal Processing: Proceedings of ICCASP 2018 … , 2019 2019 Citations: 6
Implementation of Sequential Machine for Encryption of Textual Information PD Tanmay Kumbhar, Selena Dias, Caroline Pinto, Tyrel Menezes International Conference on Trends in Engineering, Management, Pharmacy, and … , 2018 2018
A Novel Approach to Ultrasonic Proximity Detection using AtMega 16 Microcontroller PD Aldrin D’Souza, Colin Viegas, Roysten Pinto, Royston D’Souza International Journal of Intelligent Information Processing 9 (2), 137-141 , 2015 2015
Speech Recognition using MFCC P Dumane National Conference on Signal Image Technology & Applied Communication … , 2013 2013
Implementation of a Teaching Aid using Matlab for Speech Processing Course at the Undergraduate Level XM Pratibha Dumane, Aaron Perieira, Adrian Texiera, Dennies Vaduukkoott 2nd National Conference on Recent Trends in Wired and Wireless Communication … , 2013 2013
Implementation of a Speech Synthesis Model by Wavelet Transformation of LPC Synthesized Speech JG Pratibha Dumane, Yohann Fernandes, Abhishek Marat, Janani Venkatesan National Conference Sabbatical 2011 organized by Bharatratna Indira Gandhi … , 2011 2011
Low Bit Rate Speech Compression using Different Modeling Techniques PD Reshmi Nair, Ribson Thomas, Mathew Thankachan, Martin Jose National Conference, Sabbatical 2011, organized by Bharatratna Indira Gandhi … , 2011 2011
Automatic Face Detection using Skin Colour and Wavelet Analysis RF Pratibha Dumane, Joyson Jacob, Sanket Banodkar National Conference on Electronic Technologies NCET 2010 organized by Goa … , 2010 2010
Speech Synthesis using LPC G Sawant, A Singh, K Kadam, R Mazarello, P Dumane Proceedings of the International Conference and Workshop on Emerging Trends … , 2010 2010 Citations: 4
Color and Frequency Analysis for Automatic Skin Pixel Detection J Jacob, S Banodkar, R Fule, P Dumane Proceedings of the International Conference and Workshop on Emerging Trends … , 2010 2010
MOST CITED SCHOLAR PUBLICATIONS
Detection of Micro-Cracks in Electroluminescence Images of Photovoltaic Modules N Mathias, F Shaikh, C Thakur, S Shetty, P Dumane, D Chavan Proceedings of the 3rd International Conference on Advances in Science … , 2020 2020 Citations: 26
Dysarthria Detection using Convolutional Neural Network P Dumane, B Hungund, S Chavan Techno-Societal 2020: Proceedings of the 3rd International Conference on … , 2021 2021 Citations: 18
Impact of Augmented Reality as an ICT tool to Deliver Engineering Education Content S Jacob, M Warde, P Dumane 2020 International Conference on Convergence to Digital World-Quo Vadis … , 2020 2020 Citations: 12
Sustainability Assessment by Use of Fuzzy Logic—A Review PR Dumane, AD Sarate, SS Chavan Computing, Communication and Signal Processing: Proceedings of ICCASP 2018 … , 2019 2019 Citations: 6
Design and Implementation of Automatic Coin Dispensing Machine SS Chavan, C Fernandes, PR Dumane, SL Varma ICCCE 2019: Proceedings of the 2nd International Conference on … , 2020 2020 Citations: 5
Automated System for Management of Examination Processes BH Hungund, A Shaikh, G Owais, AS Ali, P Dumane 2019 International Conference on Nascent Technologies in Engineering (ICNTE … , 2019 2019 Citations: 4
Speech Synthesis using LPC G Sawant, A Singh, K Kadam, R Mazarello, P Dumane Proceedings of the International Conference and Workshop on Emerging Trends … , 2010 2010 Citations: 4
From Data to Decisions: A Critical Review of Ethics and Bias in Deep Learning AV Pratibha Dumane International Conference on Computing, STEM and Applied Sciences, organized … , 2025 2025
Evaluating the Effectiveness of Machine Learning Models for Early Diagnosis of Chronic Kidney Disease SC Siddhant Kedar, Pranjali Raval, Amogh Workilar, Sarika Galphade, Pratibha ... The Indian Journal of Technical Education 47 (1), 235-239 , 2024 2024
Sustainable Development Assessment of South Asian Countries Using Fuzzy Logic A Tripathi, S Shaikh, E Noronha, S Kote, P Dumane, S Chavan Techno-Societal 2016, International Conference on Advanced Technologies for … , 2022 2022
Fuzzy based Sustainable Development Assessment for South Asian Countries SC Abhishek Tripathi, Shafaque Shaikh, Elton Noronha, Sagar Kote, Pratibha ... 2021 Conference on Technologies for Future Cities (CTFC 2021) organized by … , 2021 2021
Use of Mel Frequency Cepstral Coefficients for the Implementation of a Speaker Recognition System BVP Pratibha R. Dumane, Rachel T. Pol, Dhanashri S. Sawant, Priyanka S. Sharma International Journal of Emerging Technologies and Innovative Research (www … , 2019 2019
Implementation of Sequential Machine for Encryption of Textual Information PD Tanmay Kumbhar, Selena Dias, Caroline Pinto, Tyrel Menezes International Conference on Trends in Engineering, Management, Pharmacy, and … , 2018 2018
A Novel Approach to Ultrasonic Proximity Detection using AtMega 16 Microcontroller PD Aldrin D’Souza, Colin Viegas, Roysten Pinto, Royston D’Souza International Journal of Intelligent Information Processing 9 (2), 137-141 , 2015 2015
Speech Recognition using MFCC P Dumane National Conference on Signal Image Technology & Applied Communication … , 2013 2013
Implementation of a Teaching Aid using Matlab for Speech Processing Course at the Undergraduate Level XM Pratibha Dumane, Aaron Perieira, Adrian Texiera, Dennies Vaduukkoott 2nd National Conference on Recent Trends in Wired and Wireless Communication … , 2013 2013
Implementation of a Speech Synthesis Model by Wavelet Transformation of LPC Synthesized Speech JG Pratibha Dumane, Yohann Fernandes, Abhishek Marat, Janani Venkatesan National Conference Sabbatical 2011 organized by Bharatratna Indira Gandhi … , 2011 2011
Low Bit Rate Speech Compression using Different Modeling Techniques PD Reshmi Nair, Ribson Thomas, Mathew Thankachan, Martin Jose National Conference, Sabbatical 2011, organized by Bharatratna Indira Gandhi … , 2011 2011
Automatic Face Detection using Skin Colour and Wavelet Analysis RF Pratibha Dumane, Joyson Jacob, Sanket Banodkar National Conference on Electronic Technologies NCET 2010 organized by Goa … , 2010 2010
Color and Frequency Analysis for Automatic Skin Pixel Detection J Jacob, S Banodkar, R Fule, P Dumane Proceedings of the International Conference and Workshop on Emerging Trends … , 2010 2010
