Electronics and Electrical Communication Engg.

• VSNL Chair Professor
• Senior Member, IEEE
• Citation in EurekAlert
• DST Lockheed Martin Innovation

Journal
• Transfer learning based heart valve disease classification from Phonocardiogram signal Maity A., Pathak A., Saha G. By Biomedical Signal Processing and Control 85 - (2023)
• Evaluation of handcrafted features and learned representations for the classification of arrhythmia and congestive heart failure in ECG Saha G., Nahak S. , Pathak A. By Biomedical Signal Processing and Control 79 1-16 (2023)
• Cross-corpora spoken language identification with domain diversification and generalization Dey S., Sahidullah M., Saha G. By Computer Speech and Language 81 - (2023)
• Fragment-level classification of ECG arrhythmia using wavelet scattering transform Nahak S., Pathak A., Saha G. By Expert Systems with Applications 224 - (2023)
• Modulation spectral features for speech emotion recognition using deep neural networks Singh P., Sahidullah M., Saha G. By Speech Communication 146 53-69 (2023)
• Functional connectivity based machine learning approach for autism detection in young children using MEG signals Barik K., Watanabe K., Bhattacharya J., Saha G. By Journal of Neural Engineering 20 - (2023)
• Robust acoustic domain identification with its application to speaker diarization Kumar A.K., Waldekar S., Sahidullah M., Saha G. By International Journal of Speech Technology 25 933-945 (2022)
• A fusion-based machine learning approach for autism detection in young children using magnetoencephalography signals Saha G., Barik K. , Watanabe K. , Bhattacharya J. By Journal of Autism and Developmental Disorders 52 1-19 (2022)
• Ensembled Transfer Learning and Multiple Kernel Learning for Phonocardiogram based Atherosclerotic Coronary Artery Disease Detection Pathak A., Mandana K., Saha G. By IEEE Journal of Biomedical and Health Informatics - (2022)
• Analysis of constant-Q filterbank based representations for speech emotion recognition Singh P., Waldekar S., Sahidullah M., Saha G. By Digital Signal Processing: A Review Journal 130 - (2022)
• Localized multiple kernel learning using graph modularity Chamakura L., Saha G. By Pattern Recognition Letters 155 27-33 (2022)
• An Overview of Indian Spoken Language Recognition from Machine Learning Perspective Saha G., Dey S. , Sahidullah M. By ACM Transactions on Asian and Low-Resource Language Information Processing 21 1-45 (2022)
• Speech frame selection for spoofing detection with an application to partially spoofed audio-data Kumar A.K., Paul D., Pal M., Sahidullah M., Saha G. By International Journal of Speech Technology 24 193-203 (2021)
• Robust kernelized graph-based learning Manna S., Khonglah J.R., Mukherjee A., Saha G. By Pattern Recognition 110 - (2021)
• Automatic lung sound cycle extraction from single and multichannel acoustic recordings Bandyopadhyaya I., Islam M.A., Bhattacharyya P., Saha G. By Biomedical Signal Processing and Control 64 - (2021)
• Influence of music liking on EEG based emotion recognition Naser D.S., Saha G. By Biomedical Signal Processing and Control 64 - (2021)
• Windkessel model based cuffless Blood Pressure estimation using continuous wave Doppler Ultrasound system Jana B., Oswal K. , Mitra S. , Saha G. , Banerjee S. By IEEE Sensors Journal 20 9989-9999 (2020)
• Optimization of data-driven filterbank for automatic speaker verification Sarangi S., Sahidullah M., Saha G. By Digital Signal Processing: A Review Journal 104 - (2020)
• Single resistive sensor for selective detection of multiple VOCs employing SnO2 hollowspheres and machine learning algorithm: A proof of concept Acharyya S., Jana B., Nag S., Saha G., Guha P.K. By Sensors and Actuators, B: Chemical 321 - (2020)
• Smartphone based point-of-care system using continuous wave portable Doppler Jana B., Biswas R. , Nath P. K., Saha G. , Banerjee S. By IEEE Transactions on Instrumentation and Measurement 69 8352-8361 (2020)
• A low-error, memory based fast binary logarithmic converter Jana B., Roy A. S., Saha G. , Banerjee S. By IEEE Transactions on Circuits and Systems II: Express Briefs 1 67 2129-2133 (2020)
• Analysis and Classification of Acoustic Scenes with Wavelet Transform-based Mel-scaled Features Waldekar S., Saha G. By Multimedia Tools and Applications 79 7911-7926 (2020)
• Two-level fusion-based acoustic scene classification Waldekar S., Saha G. By Applied Acoustics 170 - (2020)
• An improved method to detect coronary artery disease using phonocardiogram signals in noisy environment Pathak A., Samanta P., Mandana K., Saha G. By Applied Acoustics 164 - (2020)
• Switch or stay? Automatic classification of internal mental states in bistable perception Sen S., Daimi S.N., Watanabe K., Takahashi K., Bhattacharya J., Saha G. By Cognitive Neurodynamics 14 95-113 (2020)
• Improved Speech-Signal Based Frequency Warping Scale for Cepstral Feature in Robust Speaker Verification System Sarangi S.K., Saha G. By Journal of Signal Processing Systems 92 679-692 (2020)
• Detection of coronary artery atherosclerotic disease using novel features from synchrosqueezing transform of phonocardiogram Pathak A., Samanta P., Mandana K., Saha G. By Biomedical Signal Processing and Control 62 - (2020)
• Switch or stay? Automatic classification of internal mental states in bistable perception Sen S., Daimi S. N., Watanabe K. , Takahashi K. , Bhattacharya J. , Saha G. By Cognitive Neurodynamics 14 1-19 (2019)
• Detection of peripheral arterial disease using Doppler spectrogram based expert system for Point-of-Care applications Jana B., Oswal K., Mitra S., Saha G., Banerjee S. By Biomedical Signal Processing and Control 54 - (2019)
• Classification of coronary artery diseased and normal subjects using multi-channel phonocardiogram signal Samanta P., Pathak A., Mandana K., Saha G. By Biocybernetics and Biomedical Engineering 39 426-443 (2019)
• Quality measures for speaker verification with short utterances Poddar A., Sahidullah M., Saha G. By Digital Signal Processing: A Review Journal 88 66-79 (2019)
• A machine learning approach to predict perceptual decisions: an insight into face pareidolia Barik K., Daimi S.N., Jones R., Bhattacharya J., Saha G. By Brain Informatics 6 - (2019)
• An instance voting approach to feature selection Chamakura L., Saha G. By Information Sciences 504 449-469 (2019)
• Synthetic speech detection using fundamental frequency variation and spectral features Pal M., Paul D., Saha G. By Computer Speech and Language 48 31-50 (2018)
• Speaker verification with short utterances: a review of challenges, trends and opportunities Poddar A., Md S. , Saha G. By IET Biometrics 7 91-101 (2018)
• Improved computerized cardiac auscultation by discarding artifact contaminated PCG signal sub-sequence Kumar A.K., Saha G. By Biomedical Signal Processing and Control 41 48-62 (2018)
• Improved i-vector extraction technique for speaker verification with short utterances Poddar A., Sahidullah M., Saha G. By International Journal of Speech Technology 21 473-488 (2018)
• Classification of audio scenes with novel features in a fused system framework Waldekar S., Saha G. By Digital Signal Processing: A Review Journal 75 71-82 (2018)
• Multichannel lung sound analysis for asthma detection Islam M.A., Bandyopadhyaya I., Bhattacharyya P., Saha G. By Computer Methods and Programs in Biomedicine 159 111-123 (2018)
• Improved i-vector extraction technique for speaker verification with short utterances Poddar A., Md S. , Saha G. By International Journal of Speech Technology (2017) 1-16 (2017)
• Spectral Features for Synthetic Speech Detection Paul D., Pal M. , Saha G. By IEEE Journal of Selected Topics in Signal Processing (JSTSP) 11 605-617 (2017)
• Spectral Mapping Using Prior Re-Estimation of i-Vectors and System Fusion for Voice Conversion Pal M., Saha G. By IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 2071-2084 (2017)
• Lung sound classification using cepstral-based statistical features Sengupta N., Sahidullah M. , Saha G. By Computers in Biology and Medicine 75 118-129 (2016)
• Identification of the major language families of India and evaluation of their mutual influence Sengupta D., Saha G. By Current Science 110 667-681 (2016)
• Novel algorithm to identify and differentiate specific digital signature of breath sound in patients with diffuse parenchymal lung disease Bhattacharya P., Mondal A. , Dey R. , Saha D. , Saha G. By Respirology 20 633-639 (2015)
• On robustness of speech based biometric systems against voice conversion attack Pal M., Saha G. By Applied Soft Computing 30 214-228 (2015)
• Classification of emotions induced by music videos and correlation with participants rating Daimi S. N., Saha G. By Experts Systems with Applications 41 6057-6065 (2014)
• A Novel Windowing Technique for Efficient Computation of MFCC for Speaker Recognition Sahidullah M., Saha G. By Signal Processing Letters 20 149-152 (2013)
• A system for behavior prediction based on neural signals Mathew J., Sahoo L. , Saha G. By Neurocomputing 97 214-222 (2012)
• How We Choose One over Another: Predicting Trial-by-Trial Preference Decision Bhushan V., Saha G. , Lindsden J. , Shimojo S. , Bhattacharya J. By PloS ONE 7(8) 1-7 (2012)
• Design, analysis and experimental evaluation of block based transformation in MFCC computation for speaker recognition Sahidullah M., Saha G. By Speech Communication 54 543-565 (2012)
• Bayesian marginal statistics for speech enhancement using log Gabor wavelet Senapati S., Bhende N. , Saha G. By International Journal of Speech Technology 14 193-210 (2011)
• Reduction of heart sound interference from lung sound signals using empirical mode decomposition technique Mondal A., Bhattacharya P. S., Saha G. By Journal of Medical Engineering & Technology 35 344-353 (2011)
• Spectral entropy and spectral shape based pre-quantization for real time speaker identification system Sarkar G., Saha G. By International Journal of Speech Technology 13 189-199 (2010)
• Detection of cardiac abnormality from PCG signal using LMS based least square SVM classifier Samit Ari, Koushik Hembram and Goutam Saha By Experts Systems and Applications 37(12) 8019-8026 (2010)
• Feature selection using singular value decomposition and QR factorization with column pivoting for text-independent speaker identification S. Chakroborty and Goutam Saha By Speech Communication 52(9) 693-709 (2010)
• Investigating Long Range Correlation Properties in EEG during Complex Cognitive Tasks S. Karkare, Goutam Saha and J. Bhattacharya By Chaos, Solitons and Fractals 42(4) 2067-2073 (2009)
Conferences
• Cross-Corpora Language Recognition: A Preliminary Investigation with Indian Languages Dey S., Saha G., Sahidullah M. By European Signal Processing Conference 2021-August 546-550 (2021)
• Deep scattering network for speech emotion recognition Singh P., Saha G., Sahidullah M. By European Signal Processing Conference 2021-August 131-135 (2021)
• Non-linear frequency warping using constant-Q transformation for speech emotion recognition Singh P., Saha G., Sahidullah M. By 2021 International Conference on Computer Communication and Informatics, ICCCI 2021 - (2021)
• Kernelized graph-based multi-view clustering on high dimensional data Manna S., Khonglah J.R., Mukherjee A., Saha G. By 26th National Conference on Communications, NCC 2020 - (2020)
• Low-rank kernelized graph-based clustering using multiple views Manna S., Khonglah J.R., Mukherjee A., Saha G. By 26th National Conference on Communications, NCC 2020 - (2020)
• A fusion based classification of normal, arrhythmia and congestive heart failure in ECG Nahak S., Saha G. By 26th National Conference on Communications, NCC 2020 - (2020)
• Effect of Familiarity on Recognition of Pleasant and Unpleasant Emotional States Induced by Hindi Music Videos Daimi S.N., Jain S., Saha G. By Advances in Intelligent Systems and Computing 1082 227-238 (2020)
• Feature selection for high-dimensional data through instance vote combining Chamakura L., Saha G. By ACM International Conference Proceeding Series 161-169 (2020)
• Classification of autism in young children by phase angle clustering in magnetoencephalogram signals Barik K., Watanabe K., Bhattacharya J., Saha G. By 26th National Conference on Communications, NCC 2020 - (2020)
• Gaussian filter based data-driven cepstral features for robust speaker verification system Sarangi S., Saha G. By Proceedings - 2019 International Conference on Information Technology, ICIT 2019 115-120 (2019)
• Identification of Coronary Artery Diseased Subjects Using Spectral Featuries Samanta P., Pathak A., Mandana K., Saha G. By 2018 24th National Conference on Communications, NCC 2018 - (2019)
• Investigating the influence of prior expectation in face pareidolia using spatial pattern Barik K., Jones R., Bhattacharya J., Saha G. By Advances in Intelligent Systems and Computing 748 437-451 (2019)
• Texture Features for High-level Classification of Acoustic Scenes Waldekar S., Saha G. By Proceedings of 2019 IEEE Region 10 Symposium, TENSYMP 2019 710-715 (2019)
• Decoding mental states in bistable perception by using source based wavelet features Sen S., Watanabe K., Bhattacharya J., Saha G. By 2017 IEEE Calcutta Conference, CALCON 2017 - Proceedings 2018-January 144-149 (2018)
• Wavelet transform based mel-scaled features for acoustic scene classification Waldekar S., Saha G. By Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2018-September 3323-3327 (2018)
• Novel Quality Metric for Duration Variability Compensation in Speaker Verification using i-Vectors Poddar A., Sahidullah M., Saha G. By 2017 9th International Conference on Advances in Pattern Recognition, ICAPR 2017 298-303 (2018)
• Identification of Coronary Artery Disease using Cross Power Spectral Density Akanksha, Samanta P., Mandana K., Saha G. By 2017 14th IEEE India Council International Conference, INDICON 2017 - (2018)
• A Machine Learning Approach to Decode Mental States in Bistable Perception Sen S., Daimi S.N., Watanabe K., Bhattacharya J., Saha G. By Proceedings - 2017 International Conference on Information Technology, ICIT 2017 1-6 (2018)
• Classification of Normal, Asthma and COPD Subjects Using Multichannel Lung Sound Signals Islam M.A., Bandyopadhyaya I., Bhattacharyya P., Saha G. By Proceedings of the 2018 IEEE International Conference on Communication and Signal Processing, ICCSP 2018 290-294 (2018)
• A novel spectrogram based approach towards automatic lung sound cycle extraction Bandyopadhyaya I., Islam M.A., Bhattacharyya P., Saha G. By 2017 IEEE Calcutta Conference, CALCON 2017 - Proceedings 2018-January 448-451 (2018)
• GENERALIZATION OF SPOOFING COUNTERMEASURES: A CASE STUDY WITH ASVSPOOF 2015 AND BTAS 2016 CORPORA Paul D., Sahidullah M. , Saha G. By International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2047-2051 (2017)
• Decoding mental states in bistable perception by using source based wavelet features Sen S., Watanabe K. , Bhattacharya J. , Saha G. By 2017 IEEE Calcutta Conference (CALCON) 144-149 (2017)
• Identification of Coronary Artery Disease using cross power spectrum density A., Samanta P. , Mandana K. , Saha G. By 14th IEEE India Council International Conference 2017- INDICON 2017 - (2017)
• A Machine Learning Approach to Decode Mental States in Bistable Perception Sen S., Daimi S. N., Watanabe K. , Bhattacharya J. , Saha G. By 16th International Conference on Information Technology (ICIT 2017) - (2017)
• An adaptive i-vector extraction for speaker verification with short utterance Poddar A., Md S. , Saha G. By International Conference on Pattern Recognition and Machine Intelligence 326-332 (2017)
• A novel spectrogram based approach towards automatic lung sound cycle extraction Bandyopadhyaya I., Islam M. A., Bhattacharyya P. , Saha G. By 2017 IEEE Calcutta Conference (CALCON) 448-451 (2017)
• Investigating the Influence of Prior Expectation in Face Pareidolia using Spatial Pattern Barik K., Jones R. , Bhattacharya J. , Saha G. By International Conference on Machine Intelligence and Signal Processing (MISP 2017) - (2017)
• Smartphone based blood flow feature extraction and classification from Doppler spectrum images Jana B., Mitra S. , Oswal K. , Saha G. , Banerjee S. By 19th International Conference on Computer and Information Technology 246-251 (2016)
• Overview of BTAS 2016 speaker anti-spoofing competition Korshunov P., Marcel S. , Muckenhirn H. , Gonçalves A. , Mello A. S., Violato R. V., Simoes F. , Neto M. , Angeloni M. D., Stuchi J. , Dinkel H. , Chen N. , Qian Y. , Paul D. , Saha G. , Sahidullah M. By International Conference on Biometrics: Theory, Applications, and Systems (BTAS) 1-6 (2016)
• Optimization of cepstral features for robust lung sound classification Sengupta N., Sahidullah M. , Saha G. By 2015 Annual IEEE India Conference 1-6 (2015)
• [PDF] from ieee.org Novel speech features for improved detection of spoofing attacks Paul D., Pal M. , Saha G. By 2015 Annual IEEE India Conference 1-6 (2015)
• Performance comparison of speaker recognition systems in presence of duration variability Poddar A., Sahidullah M. , Saha G. By 2015 Annual IEEE India Conference 1-6 (2015)
• A discrete wavelet packet transform based approach for selection of artifact-free phonocardiogram segment Kumar A. K., Saha G. By 2014 Fourth International Conference of Emerging Applications of Information Technology 83-88 (2014)
• Recognition of emotions induced by music videos using DT-CWPT Naser D. S., Saha G. By 2013 Indian Conference on Medical Informatics and Telemedicine 53-57 (2013)
• Boundary estimation of cardiac events S1 and S2 based on Hilbert transform and adaptive thresholding approach Mondal A., Kumar A. K., Bhattacharya P. S., Saha G. By 2013 Indian Conference on Medical Informatics and Telemedicine 43-47 (2013)
• Diagnosing of the lungs status using morphological anomalies of the signals in transformed domain Mondal A., Bhattacharya P. S., Saha G. By 2012 4th International Conference on Intelligent Human Computer Interaction 1-5 (2012)
• Faster BIC segmentation using local speaker modeling Travadi R., Saha G. By 2012 National Conference on Communications 1-5 (2012)
• Neural activity profile for short time memory task Jacob Mathew J., Laxmikanta Sahoo L. , Saha G. By 2012 National Conference on Communications 1-5 (2012)
• On the performance of IP and mobile based Automatic Speaker Verification Nandan N., Saha G. By 2012 National Conference on Communications 1-5 (2012)
• Outlier removal and fusion techniques for robust speaker recognition applications Ali I., Saha G. By 2012 National Conference on Communications 1-5 (2012)
• A novel approach in feature level for robust text-independent speaker identification system Sarangi S. K., Saha G. By 2012 4th international conference on intelligent human computer interaction 1-5 (2012)
• A distance metric based outliers detection for robust automatic speaker recognition applications Ali I., Saha G. By 2011 Annual IEEE India Conference 1-4 (2011)
Edited Volume
• Effect of Familiarity on Recognition of Pleasant and Unpleasant Emotional States Induced by Hindi Music Videos Daimi S. N., Jain S. , Saha G. By Advanced Computing and Intelligent Engineering. Advances in Intelligent Systems and Computing, vol 1082 227-238 (2020)
• Investigating the influence of prior expectation in face pareidolia using spatial pattern Barik K., Jones R. , Bhattacharya J. , Saha G. By Machine Intelligence and Signal Analysis 437-451 (2018)
Workshop
• Automatic recognition of major language families in India Sengupta D., Saha G. By 2012 4th International Conference on Intelligent Human Computer Interaction 1-4 (2012)

Principal Investigator

• STUDY OF ACOUSTIC SIGNATURE OF LAUNCH VEHICLES
• COMPLES BIOMEDICAL SIGNAL ANALYSIS
• HEART SOUND ANALYSIS FOR CARDIAC MONITORING
• DEVELOPMENT OF SPEAKER RECOGNITION SOFTWARE FOR TELEPHONE SPEECH
• HANDSET NORMALIZATION AND REDUCTION OF NOISE AND DISTORTION FOR VOICE AUTHENTICATION
• AUTOMATIC SPEAKER RECOGNITION ON VOICE OVER IP
• DEVELOPMENT OF A LUNG SOUND ANALYZER
• Tracking of ultrasonography machines towards prevention of its misuse
• INTELLECTUAL PROPERTY EDUCATION, RESEARCH AND PUBLIC OUTREACH
• Reduction of false acceptance/rejection for non-cooperative speakers in automatic speaker recognition system
• Intellectual Property Development as a Service
• DIGITAL SIGNAL PROCESSING LAB
• DIGITAL ELECTRONIC CIRCUIT LAB
• Establishing a Normal Range Range for Heart Sound Intensity Obtained Using an Electronics Stethoscope & Using it as a Diagnostic Tool
• Development of a computer aided diagnosis system using doppler ultrasonography spectrogram
• Signals & systems for life science
• Analysis of lung sound for diagnostic use
• Decoding mind from brain: Predicting sensory & cognitive decisions based on trial-by trial neural responses
• Coronary artery disease (CAD) detection from heart sound
• IMPRINT Activities Related to Health Care Domain at IIT Kharagpur
• IMPRINT Activities at IIT Kharagpur
• ICMR-IIT KGP Med Tech Internship
• Technology Transfer of First Patent on Heart Sound Analyzer
• Development of Anti-spoofing Measure for speech Interfaces to Prevent Computer Generated Voice Hacking
• Development of Anti-spoofing Measure for speech Interfaces to Prevent Computer Generated Voice Hacking
• Development of Advanced Halter Monitor with Extended Recording and Episode Detection # 6849
• Development of Advanced Halter Monitor with Extended Recording and Episode Detection # 6849
• Development of an Inexpensive Obstructive Sleep Apnea (OSA) Detection and Analysis System Useful for Home Care
• Development of an Inexpensive Obstructive Sleep Apnea (OSA) Detection and Analysis System Useful for Home Care

Co-Principal Investigator

• Bio-electronics Innovation Laboratory
• Critical Scrutiny of the Open Source Contractual Models in Light of the Indian Intellectual Property Law and Contract Law with Special Reference to Internet of Things
• Development of cost-effective non-invasive blood pressure measurement equipment for assessment of broader perspective of cardiovascular health
• IP Enforcement in India: A Study for the Creation of an National/Centralized IP Court
• Long-term ECG Recording with Episode Detection and Classification