Home > Academics > Academic Units > Faculty of Engineering and Architecture (FoE&A) > Electronics and Electrical Communication Engg. > Goutam Saha
Professor
Electronics and Electrical Communication Engg.
Our research team is now focussed on strengthening our lead in two application domains related to audio processing: (i)Use of speech for biometric authentication and development of counter measure to prevent voice based identity hacking; (ii)Development of heart and lung sound based diagnostic tools for physician's aid. In neuro-signal processing, the team extends our work on how brain works for complex cognitive tasks like perception, imagination, preference decision etc. Going forward, we would like to explore how integration of these three verticals open up newer understanding and newers solutions. We also take up sub-problems leveraging our strengths in these to attend specific R & D needs. In each of the three areas of investigation, we have collaborating scientists, medical experts extending necessary support to our team.
Fragment-level classification of ECG arrhythmia using wavelet scattering transform by Nahak S., Pathak A., Saha G. Expert Systems with Applications 224 - (2023)
Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion by Sinha S., Dey S., Saha G. Computer Speech and Language 86 - (2024)
Functional connectivity based machine learning approach for autism detection in young children using MEG signals by Barik K., Watanabe K., Bhattacharya J., Saha G. Journal of Neural Engineering 20 - (2023)
Modulation spectral features for speech emotion recognition using deep neural networks by Singh P., Sahidullah M., Saha G. Speech Communication 146 53-69 (2023)
Transfer learning based heart valve disease classification from Phonocardiogram signal by Maity A., Pathak A., Saha G. Biomedical Signal Processing and Control 85 - (2023)
Ensembled Transfer Learning and Multiple Kernel Learning for Phonocardiogram based Atherosclerotic Coronary Artery Disease Detection by Pathak A., Mandana K., Saha G. IEEE Journal of Biomedical and Health Informatics - (2022)
Localized multiple kernel learning using graph modularity by Chamakura L., Saha G. Pattern Recognition Letters 155 27-33 (2022)
Robust acoustic domain identification with its application to speaker diarization by Kumar A.K., Waldekar S., Sahidullah M., Saha G. International Journal of Speech Technology 25 933-945 (2022)
Automatic lung sound cycle extraction from single and multichannel acoustic recordings by Bandyopadhyaya I., Islam M.A., Bhattacharyya P., Saha G. Biomedical Signal Processing and Control 64 - (2021)
Influence of music liking on EEG based emotion recognition by Naser D.S., Saha G. Biomedical Signal Processing and Control 64 - (2021)
Use of AI and multichannel, non-invasive sensing for affordable diagnosis of heart diseases. Scheme for Promotion of Academic and Research Collaboration (SPARC), Apex Committee of SPARC
A Portable Multisensor Device for Work of Breathing Monitoring, Acquisition and Analysis to Detect Severity of Chronic Respiratory Diseases IIT KHARAGPUR AI4ICPS I HUB FOUNDATION
Technology Transfer for Coronary Artery Disease Detection of Heart using Multi-sensor Phonocardiogram Signal Analysis Ticking Heart Pty Ltd.
Voice Identification Bharat Electronics Limited
ICMR-IIT KGP Medtech Biodesign CLiMB Fellowship Program Indian Council of Medical Research, Dept. of Health Research, Ministry of Health and Family Welfare
Traffic Enforcement using Computer Vision and AI IIT KHARAGPUR AI4ICPS I HUB FOUNDATION
IP Auditing and Assessment for MSME Start-Up and Others Various Government and Non-Government Organisations
Building Awareness on Intellectual Property Rights for MSMEs - IP Faciliation Centre Ministry of Micro, Small and Medium Enterprises
Common Research and Technology Development Hub (CRTDH) Department of Scientific and Industrial Research
Registration of Geographical Indication in West Bengal and IP Yatra Ministry of Micro, Small and Medium Enterprises
Irin Bandyopadhyaya
Area of Research: Biomedical Signal Processing
Premjeet Singh
Area of Research: Speech Processing
Vivek Pratap Singh
Area of Research: Biomedical
Spandan Dey
Area of Research: Speech Processing
Arnab Maity
Area of Research: Biomedical Signal Processing
Souvik Sinha
Area of Research: Audio Signal Processing
Anushka Ghosh
Area of Research: Speech / Audio Processing
Shalini Mukhopadhyay
Area of Research: Biomedical Signal Processing
