Goutam Saha

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 72

Top Venues

CoRR

Biomed. Signal Process. Control.

NCC

Digit. Signal Process.

Publications

Kasturi Barik, Spandan Dey, Katsumi Watanabe, Tetsu Hirosawa, Yuko Yoshimura, Mitsuru Kikuchi, Joydeep Bhattacharya, Goutam Saha
Self-supervised machine learning approach for autism detection in young children using MEG signals. Biomed. Signal Process. Control. 98 (2024)
P. Bharath, Sudestna Nahak, Goutam Saha
A ResNet-Attention Approach for Detection of Congestive Heart Failure from ECG Signals. NCC (2024)
Souvik Sinha, Spandan Dey, Goutam Saha
Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion. Comput. Speech Lang. 86 (2024)
Arnab Maity, Akanksha Pathak, Goutam Saha
Transfer learning based heart valve disease classification from Phonocardiogram signal. Biomed. Signal Process. Control. 85 (2023)
Arnab Maity, Goutam Saha
Time-Frequency Fragment Selection for Disease Detection from Imbalanced Phonocardiogram Data. EMBC (2023)
Premjeet Singh, Md. Sahidullah, Goutam Saha
Modulation spectral features for speech emotion recognition using deep neural networks. CoRR (2023)
Spandan Dey, Premjeet Singh, Goutam Saha
Wavelet Scattering Transform for Improving Generalization in Low-Resourced Spoken Language Identification. CoRR (2023)
Spandan Dey, Md. Sahidullah, Goutam Saha
Cross-corpora spoken language identification with domain diversification and generalization. Comput. Speech Lang. 81 (2023)
Premjeet Singh, Md. Sahidullah, Goutam Saha
Modulation spectral features for speech emotion recognition using deep neural networks. Speech Commun. 146 (2023)
Kasturi Barik, Katsumi Watanabe, Tetsu Hirosawa, Yuko Yoshimura, Mitsuru Kikuchi, Joydeep Bhattacharya, Goutam Saha
Autism Detection in Children using Common Spatial Patterns of MEG Signals. EMBC (2023)
Sudestna Nahak, Goutam Saha
Ensembled Feature based Multi-Label ECG Arrhythmia Classification. EMBC (2023)
Premjeet Singh, Goutam Saha
A novel frequency warping scale for speech emotion recognition. INTERSPEECH (2023)
Sudestna Nahak, Akanksha Pathak, Goutam Saha
Evaluation of handcrafted features and learned representations for the classification of arrhythmia and congestive heart failure in ECG. Biomed. Signal Process. Control. 79 (Part) (2023)
Spandan Dey, Goutam Saha
Addressing the semi-open set dialect recognition problem under resource-efficient considerations. Speech Commun. 152 (2023)
Spandan Dey, Md. Sahidullah, Goutam Saha
Cross-Corpora Spoken Language Identification with Domain Diversification and Generalization. CoRR (2023)
Sudestna Nahak, Akanksha Pathak, Goutam Saha
Fragment-level classification of ECG arrhythmia using wavelet scattering transform. Expert Syst. Appl. 224 (2023)
Spandan Dey, Premjeet Singh, Goutam Saha
Wavelet Scattering Transform for Improving Generalization in Low-Resourced Spoken Language Identification. INTERSPEECH (2023)
Premjeet Singh, Shefali Waldekar, Md. Sahidullah, Goutam Saha
Analysis of constant-Q filterbank based representations for speech emotion recognition. CoRR (2022)
Premjeet Singh, Shefali Waldekar, Md. Sahidullah, Goutam Saha
Analysis of constant-Q filterbank based representations for speech emotion recognition. Digit. Signal Process. 130 (2022)
Spandan Dey, Md. Sahidullah, Goutam Saha
An Overview of Indian Spoken Language Recognition from Machine Learning Perspective. CoRR (2022)
Akanksha Pathak, Kayapanda Mandana, Goutam Saha
Ensembled Transfer Learning and Multiple Kernel Learning for Phonocardiogram Based Atherosclerotic Coronary Artery Disease Detection. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Spandan Dey, Md. Sahidullah, Goutam Saha
An Overview of Indian Spoken Language Recognition from Machine Learning Perspective. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (6) (2022)
Lily Chamakura, Goutam Saha
Localized multiple kernel learning using graph modularity. Pattern Recognit. Lett. 155 (2022)
A. Kishore Kumar, Shefali Waldekar, Md. Sahidullah, Goutam Saha
Robust Acoustic Domain Identification with its Application to Speaker Diarization. CoRR (2022)
Premjeet Singh, Goutam Saha, Md. Sahidullah
Deep scattering network for speech emotion recognition. EUSIPCO (2021)
Syed Naser Daimi, Goutam Saha
Influence of music liking on EEG based emotion recognition. Biomed. Signal Process. Control. 64 (2021)
Supratim Manna, Jessy Rimaya Khonglah, Anirban Mukherjee, Goutam Saha
Robust kernelized graph-based learning. Pattern Recognit. 110 (2021)
Irin Bandyopadhyaya, Md. Ariful Islam, Parthasarathi Bhattacharyya, Goutam Saha
Automatic lung sound cycle extraction from single and multichannel acoustic recordings. Biomed. Signal Process. Control. 64 (2021)
A. Kishore Kumar, Shefali Waldekar, Goutam Saha, Md. Sahidullah
Domain-Dependent Speaker Diarization for the Third DIHARD Challenge. CoRR (2021)
A. Kishore Kumar, Shefali Waldekar, Goutam Saha, Md. Sahidullah
ABSP System for The Third DIHARD Challenge. CoRR (2021)
A. Kishore Kumar, Dipjyoti Paul, Monisankha Pal, Md. Sahidullah, Goutam Saha
Speech frame selection for spoofing detection with an application to partially spoofed audio-data. Int. J. Speech Technol. 24 (1) (2021)
Spandan Dey, Goutam Saha, Md. Sahidullah
Cross-Corpora Language Recognition: A Preliminary Investigation with Indian Languages. EUSIPCO (2021)
Premjeet Singh, Goutam Saha, Md. Sahidullah
Deep scattering network for speech emotion recognition. CoRR (2021)
Spandan Dey, Goutam Saha, Md. Sahidullah
Cross-Corpora Language Recognition: A Preliminary Investigation with Indian Languages. CoRR (2021)
Premjeet Singh, Goutam Saha, Md. Sahidullah
Non-linear frequency warping using constant-Q transformation for speech emotion recognition. CoRR (2021)
Biswabandhu Jana, Avishek Sinha Roy, Goutam Saha, Swapna Banerjee
A Low-Error, Memory-Based Fast Binary Logarithmic Converter. IEEE Trans. Circuits Syst. II Express Briefs (10) (2020)
Supratim Manna, Jessy Rimaya Khonglah, Anirban Mukherjee, Goutam Saha
Kernelized Graph-based Multi-view Clustering on High Dimensional Data. NCC (2020)
Supratim Manna, Jessy Rimaya Khonglah, Anirban Mukherjee, Goutam Saha
Low-Rank Kernelized Graph-based Clustering using Multiple Views. NCC (2020)
Shefali Waldekar, Goutam Saha
Analysis and classification of acoustic scenes with wavelet transform-based mel-scaled features. Multim. Tools Appl. 79 (11-12) (2020)
Susanta Kumar Sarangi, Md. Sahidullah, Goutam Saha
Optimization of data-driven filterbank for automatic speaker verification. Digit. Signal Process. 104 (2020)
Susanta Kumar Sarangi, Md. Sahidullah, Goutam Saha
Optimization of data-driven filterbank for automatic speaker verification. CoRR (2020)
Sudestna Nahak, Goutam Saha
A Fusion Based Classification of Normal, Arrhythmia and Congestive Heart Failure in ECG. NCC (2020)
Akanksha Pathak, Pranab Samanta, Kayapanda Mandana, Goutam Saha
Detection of coronary artery atherosclerotic disease using novel features from synchrosqueezing transform of phonocardiogram. Biomed. Signal Process. Control. 62 (2020)
Kasturi Barik, Katsumi Watanabe, Joydeep Bhattacharya, Goutam Saha
Classification of Autism in Young Children by Phase Angle Clustering in Magnetoencephalogram Signals. NCC (2020)
Biswabandhu Jana, Rakesh Biswas, Pallab Kumar Nath, Goutam Saha, Swapna Banerjee
Smartphone-Based Point-of-Care System Using Continuous-Wave Portable Doppler. IEEE Trans. Instrum. Meas. 69 (10) (2020)
Lily Chamakura, Goutam Saha
Feature Selection for High-Dimensional Data Through Instance Vote Combining. COMAD/CODS (2020)
Susanta Kumar Sarangi, Goutam Saha
Improved Speech-Signal Based Frequency Warping Scale for Cepstral Feature in Robust Speaker Verification System. J. Signal Process. Syst. 92 (7) (2020)
Lily Chamakura, Goutam Saha
An instance voting approach to feature selection. Inf. Sci. 504 (2019)
Kasturi Barik, Syed Naser Daimi, Rhiannon Jones, Joydeep Bhattacharya, Goutam Saha
A machine learning approach to predict perceptual decisions: an insight into face pareidolia. Brain Informatics 6 (1) (2019)
Arnab Poddar, Md. Sahidullah, Goutam Saha
Quality measures for speaker verification with short utterances. Digit. Signal Process. 88 (2019)
Dipjyoti Paul, Md. Sahidullah, Goutam Saha
Generalization of Spoofing Countermeasures: a Case Study with ASVspoof 2015 and BTAS 2016 Corpora. CoRR (2019)
Arnab Poddar, Md. Sahidullah, Goutam Saha
Quality Measures for Speaker Verification with Short Utterances. CoRR (2019)
Biswabandhu Jana, Kamal Oswal, Sankar Mitra, Goutam Saha, Swapna Banerjee
Detection of peripheral arterial disease using Doppler spectrogram based expert system for Point-of-Care applications. Biomed. Signal Process. Control. 54 (2019)
Susanta Kumar Sarangi, Goutam Saha
Gaussian Filter Based Data-Driven Cepstral Features for Robust Speaker Verification System. ICIT (2019)
Monisankha Pal, Dipjyoti Paul, Goutam Saha
Synthetic speech detection using fundamental frequency variation and spectral features. Comput. Speech Lang. 48 (2018)
Arnab Poddar, Md. Sahidullah, Goutam Saha
Improved i-vector extraction technique for speaker verification with short utterances. Int. J. Speech Technol. 21 (3) (2018)
A. Kishore Kumar, Goutam Saha
Improved computerized cardiac auscultation by discarding artifact contaminated PCG signal sub-sequence. Biomed. Signal Process. Control. 41 (2018)
Shefali Waldekar, Goutam Saha
Wavelet Transform Based Mel-scaled Features for Acoustic Scene Classification. INTERSPEECH (2018)
Md. Ariful Islam, Irin Bandyopadhyaya, Parthasarathi Bhattacharyya, Goutam Saha
Multichannel lung sound analysis for asthma detection. Comput. Methods Programs Biomed. 159 (2018)
Arnab Poddar, Md. Sahidullah, Goutam Saha
Novel Quality Metric for Duration Variability Compensation in Speaker Verification using i-Vectors. CoRR (2018)
Arnab Poddar, Md. Sahidullah, Goutam Saha
Speaker verification with short utterances: a review of challenges, trends and opportunities. IET Biom. 7 (2) (2018)
Shefali Waldekar, Goutam Saha
Classification of audio scenes with novel features in a fused system framework. Digit. Signal Process. 75 (2018)
Dipjyoti Paul, Monisankha Pal, Goutam Saha
Spectral Features for Synthetic Speech Detection. IEEE J. Sel. Top. Signal Process. 11 (4) (2017)
Monisankha Pal, Goutam Saha
Spectral Mapping Using Prior Re-Estimation of i-Vectors and System Fusion for Voice Conversion. IEEE ACM Trans. Audio Speech Lang. Process. 25 (11) (2017)
Susmita Sen, Syed Naser Daimi, Katsumi Watanabe, Joydeep Bhattacharya, Goutam Saha
A Machine Learning Approach to Decode Mental States in Bistable Perception. ICIT (2017)
Dipjyoti Paul, Md. Sahidullah, Goutam Saha
Generalization of spoofing countermeasures: A case study with ASVspoof 2015 and BTAS 2016 corpora. ICASSP (2017)
Arnab Poddar, Md. Sahidullah, Goutam Saha
An Adaptive i-Vector Extraction for Speaker Verification with Short Utterance. PReMI (2017)
Arnab Poddar, Md. Sahidullah, Goutam Saha
Novel Quality Metric for Duration Variability Compensation in Speaker Verification using i-Vectors. ICAPR (2017)
Nandini Sengupta, Md. Sahidullah, Goutam Saha
Lung sound classification using cepstral-based statistical features. Comput. Biol. Medicine 75 (2016)
Monisankha Pal, Dipjyoti Paul, Md. Sahidullah, Goutam Saha
Robustness of Voice Conversion Techniques Under Mismatched Conditions. CoRR (2016)
Pavel Korshunov, Sébastien Marcel, Hannah Muckenhirn, André R. Gonçalves, A. G. Souza Mello, Ricardo Paranhos Velloso Violato, Flávio O. Simões, M. U. Neto, Marcus de Assis Angeloni, José Augusto Stuchi, Heinrich Dinkel, Nanxin Chen, Yanmin Qian, Dipjyoti Paul, Goutam Saha, Md. Sahidullah
Overview of BTAS 2016 speaker anti-spoofing competition. BTAS (2016)
Dipjyoti Paul, Monisankha Pal, Goutam Saha
Novel Speech Features for Improved Detection of Spoofing Attacks. CoRR (2016)
Monisankha Pal, Goutam Saha
On robustness of speech based biometric systems against voice conversion attack. Appl. Soft Comput. 30 (2015)
Debapriya Sengupta, Goutam Saha
Study on Similarity among Indian Languages Using Language Verification Framework. Adv. Artif. Intell. 2015 (2015)
Syed Naser Daimi, Goutam Saha
Classification of emotions induced by music videos and correlation with participants' rating. Expert Syst. Appl. 41 (13) (2014)
Md. Sahidullah, Goutam Saha
A Novel Windowing Technique for Efficient Computation of MFCC for Speaker Recognition. IEEE Signal Process. Lett. 20 (2) (2013)
Md. Sahidullah, Goutam Saha
Design, analysis and experimental evaluation of block based transformation in MFCC computation for speaker recognition. Speech Commun. 54 (4) (2012)
Jacob Mathew, Laxmikanta Sahoo, Goutam Saha
A system for behavior prediction based on neural signals. Neurocomputing 97 (2012)
Md. Sahidullah, Goutam Saha
A Novel Windowing Technique for Efficient Computation of MFCC for Speaker Recognition CoRR (2012)
Ashok Mondal, Parthasarathi Bhattacharyat, Goutam Saha
Diagnosing of the lungs status using morphological anomalies of the signals in transformed domain. IHCI (2012)
Susanta Kumar Sarangi, Goutam Saha
A novel approach in feature level for robust text-independent speaker identification system. IHCI (2012)
Debapriya Sengupta, Goutam Saha
Automatic recognition of major language families in India. IHCI (2012)
Md. Sahidullah, Goutam Saha
Comparison of Speech Activity Detection Techniques for Speaker Recognition CoRR (2012)
Suman Senapati, Neeraj Bhende, Goutam Saha
Bayesian marginal statistics for speech enhancement using log Gabor wavelet. Int. J. Speech Technol. 14 (3) (2011)
Md. Sahidullah, Sandipan Chakroborty, Goutam Saha
Improving Performance of Speaker Identification System Using Complementary Information Fusion CoRR (2011)
Md. Sahidullah, Goutam Saha
In Search of Autocorrelation Based Vocal Cord Cues for Speaker Identification CoRR (2011)
Samit Ari, Koushik Hembram, Goutam Saha
Detection of cardiac abnormality from PCG signal using LMS based least square SVM classifier. Expert Syst. Appl. 37 (12) (2010)
Gourav Sarkar, Goutam Saha
Real time implementation of speaker identification system with frame picking algorithm. Biometrics Technology (2010)
Israj Ali, Goutam Saha
A Robust Iterative Energy Based Voice Activity Detector. ICETET (2010)
Sandipan Chakroborty, Goutam Saha
Feature selection using singular value decomposition and QR factorization with column pivoting for text-independent speaker identification. Speech Commun. 52 (9) (2010)
Gourav Sarkar, Goutam Saha
Spectral entropy and spectral shape based pre-quantization for real time speaker identification system. Int. J. Speech Technol. 13 (4) (2010)
Md. Sahidullah, Sandipan Chakroborty, Goutam Saha
On the use of perceptual Line Spectral pairs Frequencies and higher-order residual moments for Speaker Identification. Int. J. Biom. 2 (4) (2010)
Samit Ari, Goutam Saha
In search of an optimization technique for Artificial Neural Network to classify abnormal heart sounds. Appl. Soft Comput. 9 (1) (2009)
Suman Senapati, Sandipan Chakroborty, Goutam Saha
Speech enhancement by joint statistical characterization in the Log Gabor Wavelet domain. Speech Commun. 50 (6) (2008)
Abhishek Bag, Bandana Barman, Goutam Saha
Finding Genetic network using Graphical Gaussian Model. ICIIS (2008)
Samit Ari, Goutam Saha
Classification of heart sounds using empirical mode decomposition based features. Int. J. Medical Eng. Informatics 1 (1) (2008)
Sandipan Chakroborty, Anindya Roy, Sourav Majumdar, Goutam Saha
Capturing Complementary Information via Reversed Filter Bank and Parallel Implementation with MFCC for Improved Text-Independent Speaker Identification. ICCTA (2007)
Goutam Saha, Pankaj Kumar, Sandipan Chakroborty
A Comparative Study of Feature Extraction Algorithms on ANN Based Speaker Model for Speaker Recognition Applications. ICONIP (2004)
Partha Pratim Kanjilal, Goutam Saha, Thomas Jacob Koickal
statistic. IEEE Trans. Syst. Man Cybern. Part B 29 (1) (1999)
Partha Pratim Kanjilal, Sarbani Palit, Goutam Saha
Fetal ECG extraction from single-channel maternal ECG using singular value decomposition. IEEE Trans. Biomed. Eng. 44 (1) (1997)

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Publication Activity (10 Years)

Top Topics

Top Venues

Goutam Saha