Goutam Saha

Orcid: 0000-0001-6187-1684

Affiliations:
  • Indian Institute of Technology Kharagpur, Department of Electronics and Electrical Communication Engineering, India


According to our database1, Goutam Saha authored at least 120 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A ResNet-Attention Approach for Detection of Congestive Heart Failure from ECG Signals.
Proceedings of the National Conference on Communications, 2024

2023
Fragment-level classification of ECG arrhythmia using wavelet scattering transform.
Expert Syst. Appl., August, 2023

Transfer learning based heart valve disease classification from Phonocardiogram signal.
Biomed. Signal Process. Control., August, 2023

Addressing the semi-open set dialect recognition problem under resource-efficient considerations.
Speech Commun., July, 2023

Cross-corpora spoken language identification with domain diversification and generalization.
Comput. Speech Lang., June, 2023

Modulation spectral features for speech emotion recognition using deep neural networks.
Speech Commun., 2023

Wavelet Scattering Transform for Improving Generalization in Low-Resourced Spoken Language Identification.
CoRR, 2023

Evaluation of handcrafted features and learned representations for the classification of arrhythmia and congestive heart failure in ECG.
Biomed. Signal Process. Control., 2023

Ensembled Feature based Multi-Label ECG Arrhythmia Classification.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Time-Frequency Fragment Selection for Disease Detection from Imbalanced Phonocardiogram Data.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Autism Detection in Children using Common Spatial Patterns of MEG Signals.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
An Overview of Indian Spoken Language Recognition from Machine Learning Perspective.
ACM Trans. Asian Low Resour. Lang. Inf. Process., November, 2022

Ensembled Transfer Learning and Multiple Kernel Learning for Phonocardiogram Based Atherosclerotic Coronary Artery Disease Detection.
IEEE J. Biomed. Health Informatics, 2022

Localized multiple kernel learning using graph modularity.
Pattern Recognit. Lett., 2022

Robust acoustic domain identification with its application to speaker diarization.
Int. J. Speech Technol., 2022

Analysis of constant-Q filterbank based representations for speech emotion recognition.
Digit. Signal Process., 2022

2021
Robust kernelized graph-based learning.
Pattern Recognit., 2021

Speech frame selection for spoofing detection with an application to partially spoofed audio-data.
Int. J. Speech Technol., 2021

ABSP System for The Third DIHARD Challenge.
CoRR, 2021

Non-linear frequency warping using constant-Q transformation for speech emotion recognition.
CoRR, 2021

Domain-Dependent Speaker Diarization for the Third DIHARD Challenge.
CoRR, 2021

Influence of music liking on EEG based emotion recognition.
Biomed. Signal Process. Control., 2021

Automatic lung sound cycle extraction from single and multichannel acoustic recordings.
Biomed. Signal Process. Control., 2021

Deep scattering network for speech emotion recognition.
Proceedings of the 29th European Signal Processing Conference, 2021

Cross-Corpora Language Recognition: A Preliminary Investigation with Indian Languages.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Improved Speech-Signal Based Frequency Warping Scale for Cepstral Feature in Robust Speaker Verification System.
J. Signal Process. Syst., 2020

Smartphone-Based Point-of-Care System Using Continuous-Wave Portable Doppler.
IEEE Trans. Instrum. Meas., 2020

A Low-Error, Memory-Based Fast Binary Logarithmic Converter.
IEEE Trans. Circuits Syst. II Express Briefs, 2020

Analysis and classification of acoustic scenes with wavelet transform-based mel-scaled features.
Multim. Tools Appl., 2020

Optimization of data-driven filterbank for automatic speaker verification.
Digit. Signal Process., 2020

Detection of coronary artery atherosclerotic disease using novel features from synchrosqueezing transform of phonocardiogram.
Biomed. Signal Process. Control., 2020

A Fusion Based Classification of Normal, Arrhythmia and Congestive Heart Failure in ECG.
Proceedings of the 2020 National Conference on Communications, 2020

Low-Rank Kernelized Graph-based Clustering using Multiple Views.
Proceedings of the 2020 National Conference on Communications, 2020

Kernelized Graph-based Multi-view Clustering on High Dimensional Data.
Proceedings of the 2020 National Conference on Communications, 2020

Classification of Autism in Young Children by Phase Angle Clustering in Magnetoencephalogram Signals.
Proceedings of the 2020 National Conference on Communications, 2020

Feature Selection for High-Dimensional Data Through Instance Vote Combining.
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

2019
An instance voting approach to feature selection.
Inf. Sci., 2019

Quality measures for speaker verification with short utterances.
Digit. Signal Process., 2019

Detection of peripheral arterial disease using Doppler spectrogram based expert system for Point-of-Care applications.
Biomed. Signal Process. Control., 2019

A machine learning approach to predict perceptual decisions: an insight into face pareidolia.
Brain Informatics, 2019

Gaussian Filter Based Data-Driven Cepstral Features for Robust Speaker Verification System.
Proceedings of the 2019 International Conference on Information Technology (ICIT), 2019

2018
Improved i-vector extraction technique for speaker verification with short utterances.
Int. J. Speech Technol., 2018

Speaker verification with short utterances: a review of challenges, trends and opportunities.
IET Biom., 2018

Classification of audio scenes with novel features in a fused system framework.
Digit. Signal Process., 2018

Synthetic speech detection using fundamental frequency variation and spectral features.
Comput. Speech Lang., 2018

Multichannel lung sound analysis for asthma detection.
Comput. Methods Programs Biomed., 2018

Improved computerized cardiac auscultation by discarding artifact contaminated PCG signal sub-sequence.
Biomed. Signal Process. Control., 2018

Wavelet Transform Based Mel-scaled Features for Acoustic Scene Classification.
Proceedings of the Interspeech 2018, 2018

2017
Spectral Mapping Using Prior Re-Estimation of i-Vectors and System Fusion for Voice Conversion.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Spectral Features for Synthetic Speech Detection.
IEEE J. Sel. Top. Signal Process., 2017

An Adaptive i-Vector Extraction for Speaker Verification with Short Utterance.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Generalization of spoofing countermeasures: A case study with ASVspoof 2015 and BTAS 2016 corpora.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Novel Quality Metric for Duration Variability Compensation in Speaker Verification using i-Vectors.
Proceedings of the Ninth International Conference on Advances in Pattern Recognition, 2017

A Machine Learning Approach to Decode Mental States in Bistable Perception.
Proceedings of the 2017 International Conference on Information Technology, 2017

2016
Novel Speech Features for Improved Detection of Spoofing Attacks.
CoRR, 2016

Robustness of Voice Conversion Techniques Under Mismatched Conditions.
CoRR, 2016

Lung sound classification using cepstral-based statistical features.
Comput. Biol. Medicine, 2016


2015
On robustness of speech based biometric systems against voice conversion attack.
Appl. Soft Comput., 2015

Study on Similarity among Indian Languages Using Language Verification Framework.
Adv. Artif. Intell., 2015

2014
Classification of emotions induced by music videos and correlation with participants' rating.
Expert Syst. Appl., 2014

2013
A Novel Windowing Technique for Efficient Computation of MFCC for Speaker Recognition.
IEEE Signal Process. Lett., 2013

2012
Design, analysis and experimental evaluation of block based transformation in MFCC computation for speaker recognition.
Speech Commun., 2012

A system for behavior prediction based on neural signals.
Neurocomputing, 2012

Comparison of Speech Activity Detection Techniques for Speaker Recognition
CoRR, 2012

Automatic recognition of major language families in India.
Proceedings of the 4th International Conference on Intelligent Human Computer Interaction, 2012

A novel approach in feature level for robust text-independent speaker identification system.
Proceedings of the 4th International Conference on Intelligent Human Computer Interaction, 2012

Diagnosing of the lungs status using morphological anomalies of the signals in transformed domain.
Proceedings of the 4th International Conference on Intelligent Human Computer Interaction, 2012

2011
Bayesian marginal statistics for speech enhancement using log Gabor wavelet.
Int. J. Speech Technol., 2011

Improving Performance of Speaker Identification System Using Complementary Information Fusion
CoRR, 2011

In Search of Autocorrelation Based Vocal Cord Cues for Speaker Identification
CoRR, 2011

2010
Feature selection using singular value decomposition and QR factorization with column pivoting for text-independent speaker identification.
Speech Commun., 2010

Real time implementation of speaker identification system with frame picking algorithm.
Proceedings of the International Conference and Exhibition on Biometrics Technology, 2010

Spectral entropy and spectral shape based pre-quantization for real time speaker identification system.
Int. J. Speech Technol., 2010

On the use of perceptual Line Spectral pairs Frequencies and higher-order residual moments for Speaker Identification.
Int. J. Biom., 2010

Detection of cardiac abnormality from PCG signal using LMS based least square SVM classifier.
Expert Syst. Appl., 2010

A Robust Iterative Energy Based Voice Activity Detector.
Proceedings of the 3rd International Conference on Emerging Trends in Engineering and Technology, 2010

2009
Mind Hygiene for All: A Concept Map.
Ubiquity, 2009

In search of an optimization technique for Artificial Neural Network to classify abnormal heart sounds.
Appl. Soft Comput., 2009

2008
Software-Based Fault Tolerance: Concept Map-Based Learning.
Ubiquity, 2008

Software-Implemented Fault Detection Approaches.
Ubiquity, 2008

Understanding software testing concepts.
Ubiquity, 2008

Speech enhancement by joint statistical characterization in the Log Gabor Wavelet domain.
Speech Commun., 2008

Classification of heart sounds using empirical mode decomposition based features.
Int. J. Medical Eng. Informatics, 2008

Finding Genetic network using Graphical Gaussian Model.
Proceedings of the IEEE Reglon 10 Colloquium and Third International Conference on Industrial and Information Systems, 2008

2007
Understanding dependable computing concepts.
Ubiquity, 2007

Web ontology language (OWL) and semantic web.
Ubiquity, 2007

Single version fault tolerant web services.
Ubiquity, 2007

Business intelligence computing issues.
Ubiquity, 2007

Replicated instruction based fault tolerant computing.
Ubiquity, 2007

Self-healing Software.
Ubiquity, 2007

Software - Implemented Self-healing System.
CLEI Electron. J., 2007

On Localization of Enterprise Information Systems.
Proceedings of the Research and Practical Issues of Enterprise Information Systems II, 2007

Capturing Complementary Information via Reversed Filter Bank and Parallel Implementation with MFCC for Improved Text-Independent Speaker Identification.
Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

2006
Software fault avoidance issues.
Ubiquity, 2006

Software implemented fault tolerance: The ESVP approach.
Ubiquity, 2006

Software based fault tolerance: a survey.
Ubiquity, 2006

Application semantic driven assertions toward fault tolerant computing.
Ubiquity, 2006

Parsing Bengali text: an intelligent approach.
Ubiquity, 2006

Fault tolerance in web services.
Ubiquity, 2006

A low-cost testing for transient faults.
Ubiquity, 2006

A Software Tool for Fault Tolerance.
J. Inf. Sci. Eng., 2006

Software Based Fault Tolerance against Byzantine Failures.
CLEI Electron. J., 2006

A Single-Version Algorithmic Approach to Fault Tolerant Computing Using Static Redundancy.
CLEI Electron. J., 2006

2005
Software fault tolerance through run-time fault detection.
Ubiquity, 2005

A novel 3-tier XML schematic approach for web page translation.
Ubiquity, 2005

Software-Based Fault Tolerant Computing.
Ubiquity, 2005

Software implemented fault tolerance through data error recovery.
Ubiquity, 2005

Transient software fault tolerance using single-version algorithm.
Ubiquity, 2005

The E2B machine translation: a new approach to HLT.
Ubiquity, 2005

A software fix towards fault-tolerant computing.
Ubiquity, 2005

English to Bangla Translator: the Banganubad.
Int. J. Comput. Process. Orient. Lang., 2005

Approaches to Software Based Fault Tolerance - A Review.
Comput. Sci. J. Moldova, 2005

2004
Software-based computing security and fault tolerance.
Ubiquity, 2004

Beyond the conventional techniques of software fault tolerance.
Ubiquity, 2004

A Comparative Study of Feature Extraction Algorithms on ANN Based Speaker Model for Speaker Recognition Applications.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

2003
Fault management in mobile computing.
Ubiquity, 2003

Transient software fault tolerance through recovery.
Ubiquity, 2003

1999
On robust nonlinear modeling of a complex process with large number of inputs using m-QRcp factorization and C<sub>p</sub> statistic.
IEEE Trans. Syst. Man Cybern. Part B, 1999

1997
Fetal ECG extraction from single-channel maternal ECG using singular value decomposition.
IEEE Trans. Biomed. Eng., 1997


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