About:

I did my PhD from National Cheng Kung University (NCKU), Tainan, Taiwan (R.O.C.) in 2015 followed by Postdoctoral research fellow in AMS-VLSI State Key Laboratory, University of Macau, Macau (SAR) China. My PhD study as well as Postdoctoal research works involve in Biomedical Signal Processing, Emotion Recognition, and Speech Signal Processing. I have been working as Assistant Professor in the Department of Electronics and Communication Engineering at Indian Institute of Information Technology Guwahati (IIITG) since August 2016. My research focuses on the understanding of human emotions based on gestures, speech and physiologial signals including design & developement of products in concerned areas.

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Research Interests:

I work in the domain of affective computing, biomedical signal processing and IoT. In affective computing, human emotion recognition and analysis are being performed based on physiological signal, facial expression, gesture and speech. The state-of-the-art analysis methods of signal processing, non-invasive brain simulation techniques, advanced computer vision technologies, machine learning/ deep learning are used in computer as well as in mobile platform. In addition, several product design (prototype level) concerned with human emotion, biomedical and IoT are also being developed. Besides, several technical challenges in fundamental signal processing such as time complexity issues of the time-frequency analysis (TFA) methods for long-time physiological data processing, the application of TFA in real-time and big-data processing etc. are also my research areas. For more Please visit

Brain and Emotion Analysis Lab (B E A L) 🔗

Teaching:

Signal & System
Digital Signal Processing

Publications:

Journals

  1. Xi Mei Chen, Shovan Barma, Sio Hang Pun, Mang I Vai, and Peng Un Mak, “Direct Measurement of Elbow-Joint-Angle Using Galvanic Couple System,” IEEE Transactions on Instrumentation and Measurement, vol. 66, no. 4, pp. 757–766, 2017.
  2. Shovan Barma, Bo-Wei Chen, Wen Ji, Seungmin Rho, Chih-Hung Chou, and Jhing-Fa Wang, “Detection of the Third Heart Sound Based on Nonlinear Signal Decomposition and Time–Frequency Localization,” IEEE Transactions on Biomedical Engineering, vol. 63, no. 8, pp. 71718–1727, 2016.
  3. Chih-Hung Chou, Ta-Wen Kuan, Shovan Barma, Bo-Wei Chen, Wen Ji, Chih-Hsiang Peng, and Jhing-Fa Wang, “ A New Binary-Halved Clustering Method and ERT Processor for ASSR System,” IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 24, no. 5, pp. 1871–1884, 2016.
  4. Kashif Iqbala, Michael Odetayoa, Anne Jamesa, Rahat Iqbala, Neeraj Kumarb, and Shovan Barma , “An efficient image retrieval scheme for colour enhancement of embedded and distributed surveillance images,” Neurocomputing (Elsevier) , vol. 174 Part A, pp. 413–430, 2016.
  5. Shovan Barma , Bo-Wei Chen, Wen Ji, Feng Jiang, and Jhing-Fa Wang, “Measurement of Duration, Energy of Instantaneous-Frequencies, and Splits of Subcomponents of the Second Heart Sound,” IEEE Transactions on Instrumentation and Measurement , vol. 64, no. 7, pp. 1958–1967, 2015

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Conferences

  1. Jia Wen Li, Xu Tong Cui, Shovan Barma , Sio Hang Pun, Pedro Antonio Mou, Hui Juan Huang, U Kin Che, Mang I Vai, Peng Un Mak, "Scalp Level Connectivity for Representative Channels in Emotional Status" World Congress on Medical Physics and Biomedical Engineering 2018 in Prague, Czech Republic. Jun 3-8, 2018.
  2. Suraj ; Ish Kool ; Dharmendra Kumar; Shovan Barma, "Visual Machine Intelligence for Home Automation" IEEE International Conference On Internet of Things: Smart Innovation and Usages (IoT-SIU) , in Bhimtal, India, 23-24 Feb. 2018.
  3. Suraj, Parthana Sarma, Amit Kumar Yadav, Amit Kumar Yadav, Shovan Barma "Keystroke Rhythm Analysis Based on Dynamics of Fingertips" International Conference on Machine Intelligence and Signal Processing (MISP) in IIT Indore, India. 22-24 Dec 2017.
  4. Jia Wen Li, Peng Un Mak, Shovan Barma , Sio Hang Pun, Xu Tong Cui, U. Kin Che, Mang I. Vai, "Studies of scalp level connectivity and representative channels in epilepsy" IEEE Biomedical Engineering International Conference (BMEiCON) , in Hokkaido, Japan. 31 Aug.-2 Sept. 2017.
  5. Mehfishan Nishat, Madhurjya Bora, Gitartha Kashyap, Xutong Cui, Sio-Hang Pun, and Shovan Barma , “Analysis of Neural Electrical Activities During Elicitation of Human Emotion based on EEG,” IEEE International Conference on Signal Processing and Communication (ICSC), in Noida, India. 26-28 Dec. 2016.

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Dr. Shovan Barma

Assistant Professor (ECE)

PhD
NCKU, Taiwan (R.O.C.)

Email:

shovan[*AT]iiitg.ac.in
shovan.barma[*AT]gmail.com

Contact:


+91-9007956519

Fax:


+91-361-2630035