Taufiq Hasan

According to our database, Taufiq Hasan authored at least 54 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Learning to Generalize Towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection From Chest X-Rays.

Mohammad Zunaed, Md. Aynal Haque, Taufiq Hasan

IEEE J. Biomed. Health Informatics, June, 2024

BUET Multi-disease Heart Sound Dataset: A Comprehensive Auscultation Dataset for Developing Computer-Aided Diagnostic Systems.

Shams Nafisa Ali, Afia Zahin, Samiul Based Shuvo, Nusrat Binta Nizam, Shoyad Ibn Sabur Khan Nuhash, Sayeed Sajjad Razin, S. M. Sakeef Sani, Farihin Rahman, Nawshad Binta Nizam, Farhat Binte Azam, Rakib Hossen, Sumaiya Ohab, Nawsabah Noor, Taufiq Hasan

CoRR, 2024

A web-based mpox skin lesion detection system using state-of-the-art deep learning models considering racial diversity.

Shams Nafisa Ali, Md. Tazuddin Ahmed, Tasnim Jahan, Joydip Paul, S. M. Sakeef Sani, Nawsabah Noor, Anzirun Nahar Asma, Taufiq Hasan

Biomed. Signal Process. Control., 2024

BT-Net: An end-to-end multi-task architecture for brain tumor classification, segmentation, and localization from MRI images.

Salman Fazle Rabby, Muhammad Abdullah Arafat, Taufiq Hasan

Array, 2024

ThoraX-PriorNet: A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification.

Md. Iqbal Hossain, Mohammad Zunaed, Md. Kawsar Ahmed, S. M. Jawwad Hossain, Anwarul Hasan, Taufiq Hasan

IEEE Access, 2024

Improving Pediatric Pneumonia Diagnosis with Adult Chest X-ray Images Utilizing Contrastive Learning and Embedding Similarity.

Mohammad Zunaed, Anwarul Hasan, Taufiq Hasan

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

COVID-19 Severity Prediction from Chest X-ray Images Using an Anatomy-Aware Deep Learning Model.

Nusrat Binta Nizam, Sadi Mohammad Siddiquee, Mahbuba Shirin, Mohammed Imamul Hassan Bhuiyan, Taufiq Hasan

J. Imaging Inform. Medicine, 2023

Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Framework for Disease Detection from Chest X-rays.

Mohammad Zunaed, Md. Aynal Haque, Taufiq Hasan

CoRR, 2023

An End-to-End Deep Learning Framework for Real-Time Denoising of Heart Sounds for Cardiac Disease Detection in Unseen Noise.

Shams Nafisa Ali, Samiul Based Shuvo, Muhammad Ishtiaque Sayeed Al-Manzo, Anwarul Hasan, Taufiq Hasan

IEEE Access, 2023

2022

Anatomy-XNet: An Anatomy Aware Convolutional Neural Network for Thoracic Disease Classification in Chest X-Rays.

Uday Kamal, Mohammad Zunaed, Nusrat Binta Nizam, Taufiq Hasan

IEEE J. Biomed. Health Informatics, 2022

SpectNet : End-to-End Audio Signal Classification Using Learnable Spectrograms.

Md. Istiaq Ansari, Taufiq Hasan

CoRR, 2022

A Novel Attention Mechanism Using Anatomical Prior Probability Maps for Thoracic Disease Classification from X-Ray Images.

Md. Iqbal Hossain, S. M. Jawwad Hossain, Mohammad Zunaed, Taufiq Hasan

CoRR, 2022

BON: An extended public domain dataset for human activity recognition.

Girmaw Abebe Tadesse, Oliver Bent, Komminist Weldemariam, Md. Abrar Istiak, Taufiq Hasan, Andrea Cavallaro

CoRR, 2022

Monkeypox Skin Lesion Detection Using Deep Learning Models: A Feasibility Study.

Shams Nafisa Ali, Md. Tazuddin Ahmed, Joydip Paul, Tasnim Jahan, S. M. Sakeef Sani, Nawsabah Noor, Taufiq Hasan

CoRR, 2022

Hilbert-envelope features for cardiac disease classification from noisy phonocardiograms.

Nusrat Binta Nizam, Shoyad Ibn Sabur Khan Nuhash, Taufiq Hasan

Biomed. Signal Process. Control., 2022

Cardiac anomaly detection considering an additive noise and convolutional distortion model of heart sound recordings.

Farhat Binte Azam, Md. Istiaq Ansari, Shoyad Ibn Sabur Khan Nuhash, Ian McLane, Taufiq Hasan

Artif. Intell. Medicine, 2022

2021

BON - Egocentric Vision Dataset for Office Activity Recognition.

Girmaw Abebe Tadesse, Oliver Bent, Komminist Weldemariam, Md. Abrar Istiak, Taufiq Hasan

Dataset, July, 2021

A Lightweight CNN Model for Detecting Respiratory Diseases From Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram.

Samiul Based Shuvo, Shams Nafisa Ali, Soham Irtiza Swapnil, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan

IEEE J. Biomed. Health Informatics, 2021

Anatomy X-Net: A Semi-Supervised Anatomy Aware Convolutional Neural Network for Thoracic Disease Classification.

Uday Kamal, Mohammad Zunaed, Nusrat Binta Nizam, Taufiq Hasan

CoRR, 2021

Heart Sound Classification Considering Additive Noise and Convolutional Distortion.

Farhat Binte Azam, Md. Istiaq Ansari, Ian McLane, Taufiq Hasan

CoRR, 2021

2020

Towards Domain Invariant Heart Sound Abnormality Detection Using Learnable Filterbanks.

Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Md. Istiaq Ansari, Zhe Feng, Taufiq Hasan

IEEE J. Biomed. Health Informatics, 2020

Respiratory Distress Detection from Telephone Speech using Acoustic and Prosodic Features.

Meemnur Rashid, Kaisar Ahmed Alman, Khaled Hasan, John H. L. Hansen, Taufiq Hasan

CoRR, 2020

SegCodeNet: Color-Coded Segmentation Masks for Activity Detection from Wearable Cameras.

Asif Shahriyar Sushmit, Partho Ghosh, Md. Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash, Taufiq Hasan

CoRR, 2020

Privacy-Aware Activity Classification from First Person Office Videos.

Partho Ghosh, Md. Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash, Ridwan Abrar, Ankan Ghosh Dastider, Asif Shahriyar Sushmit, Taufiq Hasan

CoRR, 2020

2019

X-Ray Image Compression Using Convolutional Recurrent Neural Networks.

Asif Shahriyar Sushmit, Shakib Uz Zaman, Ahmed Imtiaz Humayun, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets.

Ahmed Imtiaz Humayun, Asif Shahriyar Sushmit, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification.

Ahmed Imtiaz Humayun, Md. Tauhiduzzaman Khan, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection.

Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Acoustic Scene Classification Using a CNN-SuperVector System Trained with Auditory and Spectrogram Image Features.

Rakib Hyder, Shabnam Ghaffarzadegan, Zhe Feng, John H. L. Hansen, Taufiq Hasan

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016

Towards Smart-Cars That Can Listen: Abnormal Acoustic Event Detection on the Road.

Mahesh Kumar Nandwana, Taufiq Hasan

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Automatic composition of broadcast news summaries using rank classifiers trained with acoustic and lexical features.

Taufiq Hasan, Mohammed Abdel-Wahab, Srinivas Parthasarathy, Carlos Busso, Yang Liu

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Speaker Recognition by Machines and Humans: A tutorial review.

John H. L. Hansen, Taufiq Hasan

IEEE Signal Process. Mag., 2015

Automatic broadcast news summarization via rank classifiers and crowdsourced annotation.

Srinivas Parthasarathy, Taufiq Hasan

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Maximum Likelihood Acoustic Factor Analysis Models for Robust Speaker Verification in Noise.

Taufiq Hasan, John H. L. Hansen

IEEE ACM Trans. Audio Speech Lang. Process., 2014

2013

Acoustic Factor Analysis for Robust Speaker Verification.

Taufiq Hasan, John H. L. Hansen

IEEE Trans. Speech Audio Process., 2013

Multi-modal highlight generation for sports videos using an information-theoretic excitability measure.

Taufiq Hasan, Hynek Boril, Abhijeet Sangwan, John H. L. Hansen

EURASIP J. Adv. Signal Process., 2013

Automatic regularization of cross-entropy cost for speaker recognition fusion.

Ville Hautamäki, Kong-Aik Lee, David A. van Leeuwen, Rahim Saeidi, Anthony Larcher, Tomi Kinnunen, Taufiq Hasan, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, John H. L. Hansen, Benoit G. B. Fauve

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Acoustic factor analysis based universal background model for robust speaker verification in noise.

Taufiq Hasan, John H. L. Hansen

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

An investigation on back-end for speaker recognition in multi-session enrollment.

Gang Liu, Taufiq Hasan, Hynek Boril, John H. L. Hansen

Proceedings of the IEEE International Conference on Acoustics, 2013

CRSS systems for 2012 NIST Speaker Recognition Evaluation.

Taufiq Hasan, Seyed Omid Sadjadi, Gang Liu, Navid Shokouhi, Hynek Boril, John H. L. Hansen

Proceedings of the IEEE International Conference on Acoustics, 2013

Duration mismatch compensation for i-vector based speaker recognition systems.

Taufiq Hasan, Rahim Saeidi, John H. L. Hansen, David A. van Leeuwen

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Factor analysis of acoustic features using a mixture of probabilistic principal component analyzers for robust speaker verification.

Taufiq Hasan, John H. L. Hansen

Proceedings of the Odyssey 2012: The Speaker and Language Recognition Workshop, 2012

Mean Hilbert Envelope Coefficients (MHEC) for Robust Speaker Recognition.

Seyed Omid Sadjadi, Taufiq Hasan, John H. L. Hansen

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Integrated Feature Normalization and Enhancement for robust Speaker Recognition using Acoustic Factor Analysis.

Taufiq Hasan, John H. L. Hansen

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Front-end Channel Compensation using Mixture-dependent Feature Transformations for i-Vector Speaker Recognition.

Taufiq Hasan, John H. L. Hansen

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Glottal Waveform Analysis of Physical Task Stress Speech.

Keith W. Godin, Taufiq Hasan, John H. L. Hansen

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

A multi-modal highlight extraction scheme for sports videos using an information-theoretic excitability measure.

Taufiq Hasan, Hynek Boril, Abhijeet Sangwan, John H. L. Hansen

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

A Study on Universal Background Model Training in Speaker Verification.

Taufiq Hasan, John H. L. Hansen

IEEE Trans. Speech Audio Process., 2011

Robust Speaker Recognition in Non-Stationary Room Environments Based on Empirical Mode Decomposition.

Taufiq Hasan, John H. L. Hansen

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

2010

Automatic excitement-level detection for sports highlights generation.

Hynek Boril, Abhijeet Sangwan, Taufiq Hasan, John H. L. Hansen

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

A novel feature sub-sampling method for efficient universal background model training in speaker verification.

Taufiq Hasan, Yun Lei, Aravind Chandrasekaran, John H. L. Hansen

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Suppression of Residual Noise From Speech Signals Using Empirical Mode Decomposition.

Taufiq Hasan, Md. Kamrul Hasan

IEEE Signal Process. Lett., 2009

2007

A two stage speech enhancement method for further improvement of speech quality by extracting signal from residual.

Taufiq Hasan, Moyeenul Huq, Rakesh Mitra, Md. Kamrul Hasan

Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

A probabilistic speech enhancement filter utilizing the constructive and destructive interference of noise.

Taufiq Hasan, Md. Kamrul Hasan

Proceedings of the 15th European Signal Processing Conference, 2007