1. Towards Robust and Accurate Myoelectric Controller Design based on Multi-objective Optimization using Evolutionary Computation Ahmed Aqeel Shaikh; Anand Kumar Mukhopadhyay; Soumyajit Poddar; Suman Samui IEEE Sensors Journal
SCI
10.1109/JSEN.2023.3347949
IEEE
https://ieeexplore.ieee.org/abstract/document/10387215
2024
2020
2. An experimental study on upper limb position invariant EMG signal classification based on deep neural network A. K. Mukhopadhyay and Suman Samui Biomedical Signal Processing and Control
SCI
2020
2019
3. Time-frequency masking based supervised speech enhancement framework using fuzzy deep belief network Suman Samui, I. Chakrabarti, and S. K. Ghosh Applied Soft Computing
SCI
2019
2018
4. FPGA Implementation of a Phase-Aware Single-Channel Speech Enhancement
System Suman Samui, P.Sahu, I. Chakrabarti, and S. K. Ghosh Circuits, Systems, and Signal Processing
SCI
2018
2018
5. Speech enhancement based on modulation domain processing using coherent
harmonic demodulation technique Suman Samui, I. Chakrabarti, and S. K. Ghosh IET Electronics Letters
SCI
2018
2016
6. Improved single-channel phase-aware speech enhancement technique for low
signal-to-noise ratio signal Suman Samui, I. Chakrabarti, and S. K. Ghosh IET Signal Processing
SCI
2016
Conferences
ID
Details
Year
2023
1. "Heterogeneous Stacked Ensemble Framework for Surface Electromyography Signal Classification." In International Conference on Pattern Recognition and Machine Intelligence, pp. 675-682. Cham: Springer Nature Switzerland, 2023.
ISI Kolkata, West Bengal
2023
2022
2.Arijit Bhadra and Suman Samui,
"Design and Analysis of High-Throughput Two-Cycle Multiply-Accumulate
(MAC) Architectures for Fixed-Point Arithmetic." IEEE Calcutta Conference (IEEE CALCON), pp. 267-272, Dec 10-11
Kolkata
2022
2020
3. Suman Samui, Anand Kumar Mukhopadhyay, Pratik K
Ghadge, and Gaurav Kumar "Extreme
Gradient Boosting for Limb Position Invariant Myoelectric Pattern
Recognition," IEEE International Symposium on Smart Electronic Systems (IEEE-iSES), pp. 81-85, Dec. 14-16.
Chennai
2020
2020
4.Anand
Kumar Mukhopadhyay, Soumyajit Poddar and
Suman Samui, “Forearm Orientation Invariant Analysis for
Surface Myoelectric Pattern Recognition," IEEE International Symposium on
Smart Electronic Systems (IEEE-iSES), pp. 86-90.
Chennai, India
2020
2017
5.S Samui, I Chakrabarti and S Kanti Ghosh, “Improving the
Performance of Deep Learning based Speech Enhancement System Using Fuzzy
Restricted Boltzmann Machine,” in Proc. International Conference on
Pattern Recognition and Machine Intelligence, (PReMI), ISI Kolkata, December 05-08, 2017, Lecture Notes in
Computer Science, vol. 10597, pp.534-542, Springer, Cham.
Kolkata
2017
2016
6.Suman Samui, Indrajit Chakrabarti, and Soumya Kanti Ghosh, “Two-Stage Temporal
Processing for Single-Channel Speech Enhancement,” in Proc. INTERSPEECH, Conference of
International Speech Communication Association (ISCA), September 8-12, 2016,
pp. 3723-3727.
San-Francisco, USA
2016
2016
7.Suman Samui, Indrajit Chakrabarti and Soumya Kanti Ghosh, "Global soft
decision-based speech enhancement using voiced-unvoiced uncertainty and
harmonic phase decomposition technique," in Proc. IEEE International Conference on Signal
Processing and Communications (SPCOM), June 12-15, 2016
IISC Bangalore
2016
2015
8.Suman Samui, Indrajit Chakrabarti, and Soumya Kanti Ghosh, "A phase-aware
single-channel speech enhancement technique using separate Bayesian estimators
for voiced and unvoiced regions with digital hearing aid
application," in Proc. IEEE 17th International Conference on E-health
Networking, Application & Services (HealthCom), October 14-18, 2015, pp. 336-341.
Boston, USA
2015
2013
9.S.
Poddar, P. Ghosal, P.Mukherjee, Suman
Samui, H. Rahaman, "An Area and Power Efficient Dynamic TDMA Based
Photonic Network on Chip," 2013 IEEE International Symposium on
Electronic System Design, Dec. 12-13, 2013, pp. 113-117.
Singapore,
2013
2012
10.S.
Poddar, P. Ghosal, P. Mukherjee, Suman
Samui and H. Rahaman, "Design
of an NoC with on-chip photonic interconnects using adaptive CDMA
links," IEEE International SOC
Conference, Sept. 12-14, 2012, pp. 352-357.
New York
2012
2012
11.S.
Poddar, P. Ghosal, P. Mukherjee, Suman
Samui, H. Rahaman, “A Photonic
Network on Chip with CDMA Links.” In: Progress in VLSI Design and Test. Lecture
Notes in Computer Science, vol. 7373. Springer, Berlin, Heidelberg, July 1-4,
2012.
IIEST Shibpur
2012
2017
12.Suman Samui, Indrajit Chakrabarti and Soumya Kanti Ghosh, “Deep Recurrent
Neural Network based Monaural Speech Separation using Recurrent Temporal
Restricted Boltzmann Machines” in Proc. INTERSPEECH, Conference of International Speech Communication
Association (ISCA), August 20-24, pp. 3622-3626.
Stockholm, Sweden
2017
Books
ID
Title
Patents
ID
Details
Patent Filed Year
Awards and Recognitions
Best Ph.D Thesis in Electronics (Anirban Bhattacharya Memorial Award) from ATDC, IIT Kharagpur in 2019
Best Young Scientist presentation Award in PReMI Conference, ISI Kolkata, 2017
Microsoft Research travel grant and DST International travel support for presenting research paper at INTERSPEECH 2017
Administrative Responsibilities
01.08.2022 - till date: UG Coordinator (Electronics and Communication Engineering)
Technical Program Commitee (TPC) member of SPECOM-2023 (25th International Conference on Speech and Computer)
TPC member of IEEE Healthcom 23 (2023 IEEE International Conference on E-health Networking, Application & Services (HealthCom))
TPC member of SoCIeTY 2024 (3rd International Workshop on Societal Computing for the Internet of Things & You) in conjunction with The 25th International Conference on Distributed Computing & Networking (ICDCN 2024)
Program Committee (PC) of the 26th Conference of the Oriental COCOSDA (O-COCOSDA 2023)
Involved in the Peer Review Process of following journals: https://orcid.org/my-orcid?orcid=0000-0002-3139-9646
IEEE/ACM transactions on audio, speech, and language processing
IEEE transactions on neural networks and learning systems
ERP
