Taufiq Hasan

Orcid: 0000-0002-6142-3344

According to our database1, Taufiq Hasan authored at least 49 papers between 2007 and 2024.

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

Timeline

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Bibliography

2024
ThoraX-PriorNet: A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification.
IEEE Access, 2024

2023
A Web-based Mpox Skin Lesion Detection System Using State-of-the-art Deep Learning Models Considering Racial Diversity.
CoRR, 2023

Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Framework for Disease Detection from Chest X-rays.
CoRR, 2023

An End-to-End Deep Learning Framework for Real-Time Denoising of Heart Sounds for Cardiac Disease Detection in Unseen Noise.
IEEE Access, 2023

2022
Anatomy-XNet: An Anatomy Aware Convolutional Neural Network for Thoracic Disease Classification in Chest X-Rays.
IEEE J. Biomed. Health Informatics, 2022

SpectNet : End-to-End Audio Signal Classification Using Learnable Spectrograms.
CoRR, 2022

A Novel Attention Mechanism Using Anatomical Prior Probability Maps for Thoracic Disease Classification from X-Ray Images.
CoRR, 2022

BON: An extended public domain dataset for human activity recognition.
CoRR, 2022

Monkeypox Skin Lesion Detection Using Deep Learning Models: A Feasibility Study.
CoRR, 2022

Hilbert-envelope features for cardiac disease classification from noisy phonocardiograms.
Biomed. Signal Process. Control., 2022

Cardiac anomaly detection considering an additive noise and convolutional distortion model of heart sound recordings.
Artif. Intell. Medicine, 2022

2021
BON - Egocentric Vision Dataset for Office Activity Recognition.
Dataset, July, 2021

A Lightweight CNN Model for Detecting Respiratory Diseases From Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram.
IEEE J. Biomed. Health Informatics, 2021

Anatomy X-Net: A Semi-Supervised Anatomy Aware Convolutional Neural Network for Thoracic Disease Classification.
CoRR, 2021

Heart Sound Classification Considering Additive Noise and Convolutional Distortion.
CoRR, 2021

2020
Towards Domain Invariant Heart Sound Abnormality Detection Using Learnable Filterbanks.
IEEE J. Biomed. Health Informatics, 2020

Respiratory Distress Detection from Telephone Speech using Acoustic and Prosodic Features.
CoRR, 2020

SegCodeNet: Color-Coded Segmentation Masks for Activity Detection from Wearable Cameras.
CoRR, 2020

Privacy-Aware Activity Classification from First Person Office Videos.
CoRR, 2020

2019
X-Ray Image Compression Using Convolutional Recurrent Neural Networks.
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.
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.
Proceedings of the Interspeech 2018, 2018

Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection.
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.
Proceedings of the Interspeech 2017, 2017

2016
Towards Smart-Cars That Can Listen: Abnormal Acoustic Event Detection on the Road.
Proceedings of the Interspeech 2016, 2016

Automatic composition of broadcast news summaries using rank classifiers trained with acoustic and lexical features.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Speaker Recognition by Machines and Humans: A tutorial review.
IEEE Signal Process. Mag., 2015

Automatic broadcast news summarization via rank classifiers and crowdsourced annotation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Maximum Likelihood Acoustic Factor Analysis Models for Robust Speaker Verification in Noise.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

2013
Acoustic Factor Analysis for Robust Speaker Verification.
IEEE Trans. Speech Audio Process., 2013

Multi-modal highlight generation for sports videos using an information-theoretic excitability measure.
EURASIP J. Adv. Signal Process., 2013

Automatic regularization of cross-entropy cost for speaker recognition fusion.
Proceedings of the INTERSPEECH 2013, 2013

Acoustic factor analysis based universal background model for robust speaker verification in noise.
Proceedings of the INTERSPEECH 2013, 2013

An investigation on back-end for speaker recognition in multi-session enrollment.
Proceedings of the IEEE International Conference on Acoustics, 2013

CRSS systems for 2012 NIST Speaker Recognition Evaluation.
Proceedings of the IEEE International Conference on Acoustics, 2013

Duration mismatch compensation for i-vector based speaker recognition systems.
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.
Proceedings of the Odyssey 2012: The Speaker and Language Recognition Workshop, 2012

Mean Hilbert Envelope Coefficients (MHEC) for Robust Speaker Recognition.
Proceedings of the INTERSPEECH 2012, 2012

Integrated Feature Normalization and Enhancement for robust Speaker Recognition using Acoustic Factor Analysis.
Proceedings of the INTERSPEECH 2012, 2012

Front-end Channel Compensation using Mixture-dependent Feature Transformations for i-Vector Speaker Recognition.
Proceedings of the INTERSPEECH 2012, 2012

Glottal Waveform Analysis of Physical Task Stress Speech.
Proceedings of the INTERSPEECH 2012, 2012

A multi-modal highlight extraction scheme for sports videos using an information-theoretic excitability measure.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
A Study on Universal Background Model Training in Speaker Verification.
IEEE Trans. Speech Audio Process., 2011

Robust Speaker Recognition in Non-Stationary Room Environments Based on Empirical Mode Decomposition.
Proceedings of the INTERSPEECH 2011, 2011

2010
Automatic excitement-level detection for sports highlights generation.
Proceedings of the INTERSPEECH 2010, 2010

A novel feature sub-sampling method for efficient universal background model training in speaker verification.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Suppression of Residual Noise From Speech Signals Using Empirical Mode Decomposition.
IEEE Signal Process. Lett., 2009

2007
A two stage speech enhancement method for further improvement of speech quality by extracting signal from residual.
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.
Proceedings of the 15th European Signal Processing Conference, 2007


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