The LNM Institute of Information Technology

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Priyanka Gupta

priyanka.gupta@lnmiit.ac.in

Date of joining:

01-01-2024

Department:

Communication and Computer Engineering


Summary

Dr. Priyanka Gupta is an Assistant Professor in the Department of CCE at LNMIIT, Jaipur, since January 01, 2024. She earned her Ph.D. from DA-IICT, Gujarat in 2023. Her primary research is focused on anti-spoofing for voice biometric systems.


Biography

Dr. Priyanka Gupta has worked in the specialized areas of feature designing for spoofed speech and voice liveness detection, design of voice privacy systems, and the attacker's perspective. She has also contributed to the areas of pathological infant cry detection and dysarthric severity-level classification from speech. Till now, she has authored 24 research publications, comprising 3 SCI-journals (out of which 2 are indexed under Scopus Q1-top 10 journals), 15 international conferences, and 6 book chapters. She was the finalist for the best student paper award at SPCOM 2022 at IISc Bengaluru, for her paper titled 'Morse Wavelet Features for Pop Noise Detection', and was the session chair for one of the sessions in EUSIPCO 2022. She is also a reviewer for reputed conferences and journals such as ICASSP 2023, and EURASIP Journal on Audio, Speech, and Music Processing. Currently, she is working towards audio deepfake detection and has interest in related problems in speech and music applications.


Research Area

Anti-spoofing for voice biometric systems, voice liveness detection, time-frequency representations of speech signals, Automatic Speech Recognition (ASR) systems, feature engineering for machine learning and deep learning methods for various applications in speech and audio technologies

Personal information

Name

Designation

Department

ORCID

Scopus_link

Website

Dr. Priyanka Gupta

Assistant Professor

Communication and Computer Engineering

https://sites.google.com/view/dr-priyanka-gupta/about

Education

Degree/DiplomaInstitute/ OrganizationYearBranch/Specialization
1Ph. D. Doctor of PhilosophyDhirubhai Ambani Institute of Information and Communication Technology, Gandhinagar2023Speech Technologies
2M. Tech. Master of TechnologyThe LNM Institute of Information Technology, Jaipur2017ECE

Publications

1Priyanka Gupta, and Hemant A. Patil, Linear Frequency Residual Cepstral Features for Replay Spoof Detection on ASVSpoof 2019, 30th European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, 2022, August 2022
2Priyanka Gupta, Piyushkumar K. Chodingala and Hemant A. Patil, Energy Separation Based Instantaneous Frequency Estimation from Quadrature and In-Phase Components for Replay Spoof Detection, 30th European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, 2022, August 2022
3Priyanka Gupta, Piyushkumar K. Chodingala, Hemant A. Patil, Morlet Wavelet-Based Voice Liveness Detection using Convolutional Neural Network, 30th European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, 2022, August 2022
4Hemant A. Patil, Rajul Acharya, Ankur T, Patil, and Priyanka Gupta, Non-Cepstral Uncertainty Vector for Replay Spoofed Speech Detection, 30th European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, 2022, August 2022

Expert lectures

MonthYearInformation
1September2022Invited Session Chair at 30th European Signal Processing Conference (EUSIPCO), Belgrade, Serbia
2February2020Distinguished joint lecture with Prof. Hemant A. Patil on "Attacker's perspective in Automatic Speaker Verification systems", at Nirma University, Ahmedabad

Workshop attended

TypeMonthYearInformation
1Conference - InternationalSeptember202230th European Signal Processing Conference (EUSIPCO), Belgrade, Serbia
2Conference - InternationalJuly2022International Conference on Signal Processing and Communications (SPCOM), IISc., Bangalore
3Conference - InternationalDecember2020Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Auckland, New Zealand
4Conference - InternationalDecember2019IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), BITS-Goa
5WorkshopSeptember2018National Workshop on Cryptology, CR RAO Advanced Institute of Mathematics, Hyderabad