Publications
Journals
Mankad, S.H., Garg, S., Patel, V. et al. A novel multiclass classification based approach for playback attack detection in speaker verification systems. J Ambient Intell Human Comput (2023). [Scopus]
Chudasama, Vipul, Krina Bhikadiya, Sapan H. Mankad, Ajaykumar Patel, and Maunil P. Mistry. Voice Based Pathology Detection from Respiratory Sounds using Optimized Classifiers. International Journal of Computing and Digital Systems 13, no. 1 (2023): 327-339. [Scopus, Q3]
Patel, N., Patel, S. & Mankad, S.H. Impact of autoencoder based compact representation on emotion detection from audio. J Ambient Intell Human Comput (2021). [Scopus]
Mankad, S.H., Garg, S. On the performance of empirical mode decomposition-based replay spoofing detection in speaker verification systems. Prog Artif Intell 9, 325–339 (2020). [SCI, Scopus, WoS, Q2]
Garg, S., Mankad, S.H. Voice liveness detection under feature fusion and cross-environment scenario. Multimed Tools Appl 79, 26951–26967 (2020). [SCI, Scopus, WoS, Q1]
Verma, J.P., Mankad, S.H. & Garg, S. GeoHash tag based mobility detection and prediction for traffic management. SN Appl. Sci. 2, 1385 (2020). [SCI, Scopus, WoS, Q2]
Mankad, S. H. Emerging Role of Crowdsourcing in MOOCs: A Review. International Journal of Control Theory and Applications 9 45, 273-280 (2016). [Scopus]
Conferences
Sanghvi, H., Chaudhary, S., Mankad, S.H. (2023). NadERA: A Novel Framework Achieving Reduced Distress Response Time by Leveraging Emotion Recognition from Audio. In: Abraham, A., Pllana, S., Casalino, G., Ma, K., Bajaj, A. (eds) Intelligent Systems Design and Applications. ISDA 2022. Lecture Notes in Networks and Systems, vol 716. Springer, Cham.
P. Patel, A. Ray, K. Thakkar, K. Sheth and S. H. Mankad, Karaoke Generation from songs: recent trends and opportunities. 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Chiang Mai, Thailand, 2022, pp. 1238-1246.
M. Gupta, T. Patel, S. H. Mankad and T. Vyas, Detecting emotions from human speech: role of gender information. 2022 IEEE Region 10 Symposium (TENSYMP), 2022, pp. 1-6.
Patel A., Shah A., Gor K., Mankad S.H. (2021) IFSC: A Database for Indian Folk Songs Classification. In: Biswas A., Wennekes E., Hong TP., Wieczorkowska A. (eds) Advances in Speech and Music Technology. Advances in Intelligent Systems and Computing, vol 1320. Springer, Singapore.
Nikunj Dalsania, Sapan H Mankad, Sanjay Garg, Dhuri Srivastava. Development of a Novel Database in Gujarati Language for Spoken Digits Classification. International Conference on Signal Processing and Intelligent Recognition Systems (SIRS 2019)
Sapan H Mankad, Sanjay Garg, Megh Patel, Harshil Adalja. Investigating feature reduction strategies for Replay Antispoofing in Voice Biometrics . International Conference on Pattern Recognition and Machine Intelligence (PReMi 2019)
Vora K. et al. (2019) Emotion Recognition from Sensory and Bio-Signals: A Survey. In: Kulkarni A., Satapathy S., Kang T., Kashan A. (eds) Proceedings of the 2nd International Conference on Data Engineering and Communication Technology. Advances in Intelligent Systems and Computing, vol 828. Springer, Singapore.
Sapan H Mankad, Viramya Shah, Sanjay Garg. Towards Development of Smart and Reliable Voice Based Personal Assistants. IEEE Region 10 TENCON 2018, South Korea.
Isha Kanani, Heenal Shah, Sapan H Mankad. On the Performance of Cepstral features for Voice based Gender Recognition. International Conference on Information and Communication Technology for Intelligent Systems. Springer, Cham, 2018.
Raag Anarkat, Sapan H Mankad, Vijay Ukani, Priyank Thakkar. Detection of Mimicry Attacks on Speaker Verification system for Cartoon Characters Dataset. International Conference on Information and Communication Technology for Intelligent Systems. Springer, Cham, 2018.
Naik, Nirali, Sapan H. Mankad, and Priyank Thakkar. Investigating the Effect of Varying Window Sizes in Speaker Diarization for Meetings Domain. International Conference on Information and Communication Technology for Intelligent Systems. Springer, Cham, 2017.
S. H. Mankad, Predicting learning behaviour of students: Strategies for making the course journey interesting, 2016 10th International Conference on Intelligent Systems and Control (ISCO), 2016, pp. 1-6.
Mankad S.H., Pradhan S.N. (2012) Application of Software Defined Radio for Noise Reduction Using Empirical Mode Decomposition. In: Wyld D., Zizka J., Nagamalai D. (eds) Advances in Computer Science, Engineering & Applications. Advances in Intelligent and Soft Computing, vol 166. Springer, Berlin, Heidelberg.