My Research Publications

P. C. Pandey and M. S. Shah, "Estimation of Place of Articulation During Stop Closures of Vowel–Consonant–Vowel Utterances," in IEEE Transactions on Audio, Speech, and Language Processing, vol. 17, no. 2, pp. 277-286, Feb. 2009, doi: 10.1109/TASL.2008.2010285. Scopus Link

M. S. Shah and P. C. Pandey, "Interpolation of vocal-tract shape during stop closures from transition segments in vowel-consonant-vowel syllables,” J. Acoust. Soc. Am., vol. 120, no. 5, pt. 2, p. 3349, 2006.

M. S. Shah and P. C. Pandey, "Estimation of place of constriction during stop closures by bivariate surface modeling," in Proc. Int. Symposium on Frontiers of Research on Speech and Music (Kolkata, India), 2008, pp. 161-166.

M. S. Shah and P. C. Pandey, "Estimation of place of articulation in stop consonants for visual feedback," in Proc. Int. Conf. Interspeech 2007-Eurospeech (Antwerp, Belgium), Aug. 2007, pp. 2477-2480.

M. S. Shah and P. C. Pandey, "Estimation of Vocal Tract Shape for VCV Syllables for a Speech Training Aid," 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference, Shanghai, 2005, pp. 6642-6645, doi: 10.1109/IEMBS.2005.1616025.

M. S. Shah and P. C. Pandey, "Surface modeling of vocal tract shapes in transition segments of vowel-consonant-vowel syllables for estimation of place of closure," in Proc. 19th Int. Congress on Acoustics (Madrid, Spain), 2007, pp. CAS-03-011-1–CAS-03-011-5.

M. S. Shah and P. C. Pandey, "Estimation of vocal tract shape during stop closures," in Proc. Int. Conf. on Systemics, Cybernetics, and Informatics (Hyderabad, India), 2004, pp. 304-309.

M. S. Shah and P. C. Pandey, "Areagram display for investigating the estimation of vocal tract shape for a speech training aid," in Proc. Symposium on Frontiers of Research on Speech and Music (Kanpur, India), 2003, pp. 121-124.

Nandini C Nag and Milind S Shah, “Non-negative Matrix Factorization on a Multi-lingual Overlapped Speech Signal: A Signal and Perception Level Analysis” International Journal of Computing and Digital Systems, Vol. 11, No. 1, Jan. 2022 (ISSN 2210-142X)(https://dx.doi.org/10.12785/ijcds/110103).

T. K. Harhare and M. S. Shah, “Linear Mixed Effect Modelling for Analyzing Prosodic Parameters for Marathi Language Emotions” International Journal of Advanced Computer Science and Applications (IJACSA) - Volume 12 No 12 December 2021. Scopus Link

Milind Shah and Megha Kolhekar, " A Case-Study on Leveraging the Policies on Outcome-Based Education" in Journal of Engineering Education Transformations (JEET), Volume 35 , No. 2 , pp. 126-139, October 2021. ISSN 2349-2473, eISSN 2394-1707. DOI: 10.16920/jeet/2021/v35i2/157278. Scopus Link

Nandini C Nag and Milind S Shah, “Learning Optimum Number of Bases for Indian Languages in Non-negative Matrix Factorization based Multilingual Speech Separation” International Journal of Advanced Computer Science and Applications(IJACSA), 12(8), pp. 68-77, 2021. http://dx.doi.org/10.14569/IJACSA.2021.0120809 Link

Sheetal Jagdale and Milind Shah, "Investigating batch normalization in spoken language understanding” in Journal of Physics: Conference Series, Volume 1812, pp. 1-7, 2021. DOI: 10.1088/1742-6596/1812/1/012022. Scopus Link

Sheetal Jagdale and Milind Shah, "Enhancing Learning in Spoken Language Understanding by Mitigating Internal Covariant Shift in Learning Models” in Indian Journal of Computer Science and Engineering (IJCSE), Volume 12, Issue 1, pp. 297-305, Jan-Feb 2021. DOI: 10.21817/indjcse/2021/v12i1/211201239. Scopus Link

Megha Kolhekar, Milind Shah, and Anita Jadjav, "Engaging Students Actively for Effective Teaching-Learning" in Journal of Engineering Education Transformations, Volume 34, pp. 407-416, January 2021, DOI: 10.16920/jeet/2021/v34i0/157189. Scopus Link

S. Jagdale and M. S. Shah “Extending the classifier algorithms in machine learning to improve the performance in spoken language understanding systems under deficient training data” in Advances in Science, Technology and Engineering Systems Journal, vol. 5, no. 6, pp. 464-471, November 2020, doi: 10.25046/aj050655. Scopus Link

S. A. Mithbavkar and M. S. Shah “EMG based emotion recognition in Indian classical dance” in Bioscience Biotechnology Research Communications, Special Issue Volume 13, No. 14, pp. 330-334. December 2020. Print ISSN: 0974-6455, Online ISSN: 2321-4007, Doi: http://dx.doi.org/10.21786/bbrc/13.14/76. Web of Science Link

M. S. Shah, "A Tsunami of E-waste: Problems & Solutions," Annual Technical Journal of The Institution of Engineers (India) – Pune Local Centre, vol. 43, pp. 98-102, November-2019 (ISBN-978-81-924990-7-9).

Kshama Patel and M. S. Shah, “Laboratory Experiments for Understanding Effects of RF Impairments on Received Signal in Satellite Link,” International Journal of Electronics, Electrical and Computational System (IJEECS) (ISSN 2348-117X), Vol. 6, Issue 5, pp. 370-395, May 2017.

Joel D’souza, Steffy Simon, Anuja Padwal, Jenila Hendry, and Milind Shah, “Sound Level Meter,” International Journal of Engineering Technology Science and Research (IJETSR) (ISSN 2394 – 3386), Vol. 4, Issue 5, pp. 659-665, May 2017.

Veena S., N. S. Wankhede, and M. S. Shah, “Study of Vocal Tract Shape Estimation Techniques for Children,” Procedia Computer Science 79 (2016), Published by Elsevier B.V. (This is an open access article under the CC BY-NC-ND license), Proc. 7th International Conference on Communication, Computing and Virtualization 2016, pp. 270-277, 2016.

Veena S., Nilashree S Wankhede and Milind S Shah. Article: Methods Used for Vocal Tract Shape Estimation and There Applicability for Children. International Journal of Applied Information Systems (IJAIS) Proceedings on International Conference on Communication Computing and Virtualization ICCCV 2016(1):1-5, July 2016.

Veena S., N. S. Wankhede, and M. S. Shah, “Study of Pitch Detection Methods,” International Journal for Scientific Research and Development (IJSRD) (ISSN: 2321-0613), National Conference on Technological Advancement and Automatization in Engineering, pp. 405-410, January-2016.

G. Geevarghese and M. S. Shah, “Speech Enhancement Using Basic and Modified Spectral Subtraction,” International Journal of Advanced Research in Electronics and Communication Engineering (IJARECE) (ISSN: 2278-909X), vol. 4, no. 12, pp. 2868-2873, Dec. 2015.

S. Bhore and M. S. Shah, “A comparative study of formant estimation,” IJARECE (ISSN: 2278-909X), vol. 4, no. 12, pp. 2879-2882, Dec. 2015.

S. R. Nair and M. S. Shah, “Digit recognition based on Euclidean and DTW,” International Journal of Computer Applications (IJCA) (ISSN 0975-8887), Vol. 125, No. 6, September 2015), pp. 15-18.

S. Bhore and M. S. Shah, “Comparison of Formant Estimation Techniques,” International Journal of Electronics, Communication and Soft Computing Science and Engineering (IJECSCSE) (ISSN 2277-9477), Special Issue – IETE Mid Term Symposium on “Impact of Technology on Skill Development” MTS-2015 at Amravati, (April 11-12, 2015), pp. 127-129.

G. Geevarghese and M. S. Shah, “Spectral Subtraction for Enhancement of Speech Quality,” International Journal of Electronics, Communication and Soft Computing Science and Engineering (IJECSCSE) (ISSN 2277-9477), Special Issue – IETE Mid Term Symposium on “Impact of Technology on Skill Development” MTS-2015 at Amravati, (April 11-12, 2015), pp. 123-126.

S. R. Nair and M. S. Shah, “Comparison of Isolated Digit Recognition Techniques based on Feature Extraction,” International Journal of Electronics, Communication and Soft Computing Science and Engineering (IJECSCSE) (ISSN 2277-9477), Special Issue – IETE Mid Term Symposium on “Impact of Technology on Skill Development” MTS-2015 at Amravati, (April 11-12, 2015), pp. 272-275.

S. Bhore and M. S. Shah, “Speech Perception: A Review,” International Journal of Engineering Research & Technology (IJERT) (ISSN 2278 0181), ICNTE-2015 Conference (January-2015) Proceedings, pp. 117-120.

G. Geevarghese and M. S. Shah, “Speech Reverberation: A Review,” International Journal of Engineering Research & Technology (IJERT) (ISSN 2278 0181), ICNTE-2015 Conference (January-2015) Proceedings, pp. 97-100.

S. R. Nair and M. S. Shah, “Applications of wavelet transform in speech processing: A review,” International Journal of Engineering Research & Technology (IJERT) (ISSN 2278 0181), ICNTE-2015 Conference (January-2015) Proceedings, pp. 49-53.

N. S. Wankhede and M. S. Shah, “Validation of optimum algorithm parameters required to estimate vocal tract shape for children using LPC analysis,” Open Access Library Journal, vol. 1, pp. 1-10, July 2014.

T. K. Harhare and M. Shah, " Analysis of Acoustic Correlates of Marathi Prosodic Features for Human-Machine Interaction," presented in 8 th International Conference on Engineering & Emerging Technologies (ICEET 2022), October 27-28, 2022, (Kuala Lumpur, Malaysia).

U. Mhapankar and M. Shah, "The Comparison of the Dry Electrodes to wet Ag/AgCI electrode for Decoding Imagined Speech from the EEG," 2022 International Conference for Advancement in Technology (ICONAT), 2022, pp. 1-6, doi: 10.1109/ICONAT53423.2022.9726038.

T. K. Harhare and M. Shah, "An Acoustic and Statistic Study of Emotions Expressed in Marathi Speech," 2022 International Conference for Advancement in Technology (ICONAT), 2022, pp. 1-6, doi: 10.1109/ICONAT53423.2022.9725936.

S. A. Mithbavkar and M. S. Shah, "Analysis of EMG Based Emotion Recognition for Multiple People and Emotions," 2021 IEEE 3rd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS), 2021, pp. 1-4, doi: 10.1109/ECBIOS51820.2021.9510858. IEEE Xplore Link

T. K. Harhare and M. S. Shah, “Analysis of prosodic features for Marathi language emotions for story telling applications” in Proc. 2^nd International Conference on Indigenous Languages: Towards Sustainable Multilingualism (ICOIL-2), organized by the Department of Humanities and Social Sciences, IIT Madras, 13-14 February 2020. (Under process for being published by an international publisher of repute in an edited volume)

N. C. Nag and M. S. Shah, "Investigating Single Channel Source Separation Using Non-Negative Matrix Factorization and Its Variants for Overlapping Speech Signal," 2019 International Conference on Nascent Technologies in Engineering (ICNTE), Navi Mumbai, India, 2019, pp. 1-6, doi: 10.1109/ICNTE44896.2019.8946013.

S. A. Mithbavkar and M. S. Shah, "Recognition of Emotion Through Facial Expressions Using EMG Signal," 2019 International Conference on Nascent Technologies in Engineering (ICNTE), Navi Mumbai, India, 2019, pp. 1-6, doi: 10.1109/ICNTE44896.2019.8945843.

S. Jagdale and M. Shah, "Evaluation of Stochastic Gradient Descent and Relevance Vector Classifier for Improvement in Spoken Language Understanding in Terms of Performance and Data Sparsity," 2019 International Conference on Nascent Technologies in Engineering (ICNTE), Navi Mumbai, India, 2019, pp. 1-4, doi: 10.1109/ICNTE44896.2019.8946073.

T. K. Harhare and M. Shah, "Study of Acoustic Correlates Between Prosodic Features and Emotions in Marathi Language," 2019 International Conference on Nascent Technologies in Engineering (ICNTE), Navi Mumbai, India, 2019, pp. 1-5, doi: 10.1109/ICNTE44896.2019.8946095.

Invited for the following poster presentation: M. S. Shah, “Formulation of hot face refractory of an entrained flow gasifier,” in 14th FICCI HIGHER EDUCATION SUMMIT 2018 on ‘Universities of the Future’ (Organized by FICCI with support by the Ministry of Human Resource & Development and the Ministry of Commerce and Industry, GoI. Venue: Vigyan Bhavan, New Delhi), October 30-November 1, 2018.

M. S. Shah, “Formulation of hot face refractory of an entrained flow gasifier,” in India-UK Industry-Academia Symposium on ‘Working in Systems not Silos: Driving Growth & Innovation through Industry-Academia Partnership’ (Organized by DST-CPR-PU, RAE-UK, CIPAM, DIPP, Min. of Commerce & Industry, GoI, Newton-Bhabha Fund, British High Commission. Venue: Panjab University, Chandigarh), April 16-17, 2018 (poster presentation).

N. C. Nag and M. Shah, "Understanding basis functions for vowels based on non-negative matrix factorization," 2017 International Conference on Nascent Technologies in Engineering (ICNTE), Navi Mumbai, 2017, pp. 1-6, doi: 10.1109/ICNTE.2017.7947946.

K. Patel and M. Shah, "Laboratory experiments for understanding effects of RF impairments on received signal in satellite link," 2017 International Conference on Nascent Technologies in Engineering (ICNTE), Navi Mumbai, 2017, pp. 1-7, doi: 10.1109/ICNTE.2017.7947956.

A. S. Patil and M. S. Shah, "Comparison of vocal tract shape estimation techniques based on formant frequencies, autocorrelation, covariance and lattice," 2015 International Conference on Nascent Technologies in the Engineering Field (ICNTE), Navi Mumbai, 2015, pp. 1-6, doi: 10.1109/ICNTE.2015.7029934.

N. S. Wankhede and M. S. Shah, “Investigation on Optimum Parameters for LPC Based Vocal Tract Shape Estimation,” in Proc. IEEE 2013 International Conference on Emerging Trends in Communication, Control, Signal Processing and Computing Applications (C2SPCA) (IEEE Catalog Number CFP13SPF-ART ISBN Number 978-1-4799-1085-4)(Venue: The Oxford College of Engineering, Bangalore, India), October 10-11, 2013.

S. S. Hande and M. S. Shah, “Pitch Estimation,” in Proc. International Conference on Computational and Networking Technologies (ICCNT) (ISBN No.: 978-93-83060-09-2) (Venue: Hotel Sadanand, Pune), July 28, 2013, pp. 58-63.

S. S. Hande and M. S. Shah, “Applications of Pitch Estimation: A Review,” in Proc. International Conference on Electrical and Electronics Engineering (ICEEE-2013) (Interscience Open Access Journal, Goa, India), January 27, 2013, pp. 47-51.

M. S. Shah and A. S. Patil, “Speech Recognition,” in Proc. National Conference on Signal Image Technology & Applied Communication System (SITACS – 2013) (Venue: Maharashtra Institute of Technology, Pune, India), December 19-20, 2013, p. 10.

N. S. Wankhede and M. S. Shah, “Speech Training and Speech Signal Processing for the Hearing Impaired Individuals,” in Proc. National Conference on Recent Advances in Computer Engineering (RACE-2013) (Venue: Modern Education Society’s COE, Pune, India), March 15-16, 2013, pp. 270-275.

M. S. Shah, “Solar System Exploration: A Review,” in Proc./Souvenir 8th International Conference on Microwaves, Antennas, Propagation & Remote Sensing (ICMARS-2012) (Jodhpur, India), December 11-15, 2012.

M. S. Shah, “Speech-Training Aids for Hearing Impaired,” in Proc. International Symposium on Frontiers of Research on Speech and Music (FRSM-2012), January 18-20, 2012, Venue KIIT College of Engineering, Gurgaon, India.

M. S. Shah, “Space Debris and Its Measurement Based on Remote Sensing,” in Souvenir 6th International Conference on Microwaves, Antennas, Propagation & Remote Sensing (ICMARS-2010) (Jodhpur, India), December 14-17, 2010, p. 91.

M. S. Shah, “Space Shuttle Columbia Disaster: A Review,” in Proc. National Conference on Expanding Horizon in Computer, Information Technology, Telecommunications and Electronics (EXCITE-2012), (IETE Chennai Center, Chennai, India), April 20-21, 2012. Venue: Loyola ICAM College of Engineering and Technology, Chennai.

K. S. Nataraj, Jagbandhu, P. C. Pandey, and M. S. Shah, “Improving the Consistency of Vocal Tract Shape Estimation,” in Proc. 17^th National Conference on Communications (NCC-2011) (IISc Bangalore, India), January 28-30, 2011, Paper No. Sp Pr. II, P4.

S. Pai, M. Shah, Y. Chandurkar, J. Basu, R. Vidyalaksmi, N. Londhe, and A. Mhatre, “Wireless control of microcontroller based display systems for basketball game,” in Proc. National Conf. on Wireless Communication and Networking (L & T Institute of Technology, Powai, Mumbai, India), January 9-10, 2009, pp. 131-137.

M. S. Shah, Pushpa U. S., and S. Chopde, “Pitch estimation based on modified autocorrelation method,” in Proc. National Conf. on Speech, Image, and Video Processing (Shegaon, India), 2008.

S. Pai, M. Shah, Y. Chandurkar, and R. Moon, “Microcontroller based display systems for basketball game,” in Proc. National Conf. on Embedded Control, Computing, and Communication (I²IT, Pune, India), September 19-21, 2007, pp. 1-5.

M. S. Shah, V. Sethia, and P. C. Pandey, “Vocal tract and lip shape estimation,” poster presentation in Acedemia Industry Meet (AIM 2003) (IIT Bombay, Mumbai, India), June 2003.

Vijay J., Umesh T., M. R. Shawn, Dipak T., and M. S. Shah, “Pitch estimation,” in Proc. Symposium on A Guide Through the Maze of Telecommunication (Fr. CRIT, Vashi, India), 2003, pp. 44-46.

Y. P. Dedhiya, M. S. Dhond, K. U. Patel, A. K. Awale, and M. S. Shah, “8051 microcontroller based multipurpose display,” poster presentation in Proc. Symposium on A Guide Through the Maze of Telecommunication (Fr. CRIT, Vashi, India), 2003, pp. 103.

V. K. Madan, M. S. Shah, B. R. Bairi, and K. R. Gopalakrishnan, “Haar transforms and their application for the processing of nuclear spectra,” in Proc. National Symposium on Advances in Control and Instrumentation (BARC, Mumbai, India), March 16-18, 1994, pp. 103.