Publications
2025
Dysarthric Speech Conformer: Adaptation for Sequence-to-Sequence Dysarthric Speech Recognition
Wang Q, Zhong Z, Singh S, Mendes C, Hasegawa-Johnson M, Abdulla W, Shahamiri
ICASSP 2025 – 2025 IEEE International Conference on Acoustics, Speech and Signal Processing
Robust Cross-Etiology and Speaker-Independent Dysarthric Speech Recognition
Singh S, Wang Q, Zhong Z, Mendes C, Hasegawa-Johnson M, Abdulla W, Shahamiri SR
ICASSP 2025 – 2025 IEEE International Conference on Acoustics, Speech and Signal Processing
With data in mind: AI applications in depression, autism and dementia care
NZMSJ 2025 – New Zealand Medical Student Journal (39)
2024
An optimized enhanced-multi learner approach towards speaker identification based on single-sound segments
Seyed Reza Shahamiri
Multimedia Tools and Applications
Conversation in forums: How software forum posts discuss potential development insights
Hechen Wang, Peter Devine, James Tizard, Seyed Reza Shahamiri, Kelly Blincoe
Journal of Systems and Software
EAI 3rd International Conference on Smart Technologies and Innovation Management
Hamed Taherdoost, Seyed Reza Shahamiri, Hamed/Farhaoui Taherdoost (Youse)
Book
Dysarthric speech recognition: an investigation on using depthwise separable convolutions and residual connections
Seyed Reza Shahamiri, Krishnendu Mandal, Sudeshna Sarkar
Neural Computing and Applications
Mix-fine-tune: An Alternate Fine-tuning Strategy for Domain Adaptation and Generalization of Low-resource ASR
C Lei, S Singh, F Hou, R Wang
Proceedings of the 6th ACM International Conference on Multimedia in Asia
Real and synthetic Punjabi speech datasets for automatic speech recognition
S Singh, F Hou, R Wang
Data in Brief
2023
Speech and language processing with deep learning for dementia diagnosis: A systematic review
M Shi, G Cheung, SR Shahamiri
Psychiatry Research
Dysarthric Speech Recognition: A Comparative Study
D Shah, V Lal, Z Zhong, Q Wang, SR Shahamiri
2023 International Conference on Speech Technology and Human-Computer Dialogue (SpeD)
Dysarthric speech recognition using depthwise separable convolutions: preliminary study
SR Shahamiri, K Mandal, S Sarkar
2023 International Conference on Speech Technology and Human-Computer Dialogue (SpeD)
Dysarthric speech transformer: A sequence-to-sequence dysarthric speech recognition system
SR Shahamiri, V Lal, D Shah
IEEE Transactions on Neural Systems and Rehabilitation Engineering
Pūioio: On-device Real-Time Smartphone-Based Automated Exercise Repetition Counting System
Adam Sinclair, Kayla Kautai, Seyed Reza Shahamiri
arXiv preprint arXiv:2308.02420
Autism Artificial Intelligence Performance Analysis: Five Years of Operation
SR Shahamiri
2023 IEEE International Conference on Advanced Learning Technologies (ICALT)
Generating synthetic dysarthric speech to overcome dysarthria acoustic data scarcity
A Hu, D Phadnis, SR Shahamiri
Journal of Ambient Intelligence and Humanized Computing
A Novel Self-training Approach for Low-resource Speech Recognition
S Singh, F Hou, R Wang
Proc. INTERSPEECH 2023
PhasePerturbation: Speech Data Augmentation via Phase Perturbation for Automatic Speech Recognition
C Lei, S Singh, F Hou, X Jia, R Wang
ACM Multimedia Asia
[DOI]
2022
An investigation to identify optimal setup for automated assessment of dysarthric intelligibility using deep learning technologies
K Hall, A Huang, SR Shahamiri
Cognitive Computation
Neural network-based multi-view enhanced multi-learner active learning: theory and experiments
SR Shahamiri
Journal of Experimental & Theoretical Artificial Intelligence
A novel block chain technology publication model proposal
A Thakre, F Thabtah, SR Shahamiri, S Hammoud
Applied Computing and Informatics
Detect, fix, and verify TensorFlow API misuses
W Baker, M O’Connor, SR Shahamiri, V Terragni
2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)
A new classification system for autism based on machine learning of artificial intelligence
SR Shahamiri, F Thabtah, N Abdelhamid
Technology and Health Care
[DOI]
Automatic speech-based smoking status identification
Z Ma, S Singh, Y Qiu, F Hou, R Wang, C Bullen, JTW Chu
Science and Information Conference
[DOI]
Improved Meta Learning for Low Resource Speech Recognition
S Singh, R Wang, F Hou
ICASSP 2022-IEEE International Conference on Acoustics, Speech and Signal Processing
Enhancing End-to-End Automatic Speech Recognition for Low-Resource Punjabi Language Using Synthesized Datasets
S Singh, R Wang, F Hou, Z Ma
SSRN 4181844
[DOI]
CyclicAugment: Speech Data Random Augmentation with Cosine Annealing Scheduler for Automatic Speech Recognition
Z Wang, F Hou, Y Qiu, Z Ma, S Singh, R Wang
INTERSPEECH 2022
Adversarial multi-task learning with inverse mapping for speech enhancement
Y Qiu, R Wang, F Hou, S Singh, Z Ma, X Jia
Applied Soft Computing
[DOI]
2021
A review of automated intelligibility assessment for dysarthric speakers
A Huang, K Hall, C Watson, SR Shahamiri
2021 International Conference on Speech Technology and Human-Computer Dialogue (SpeD)
The use of sub-forums in software product forums
H Wang, P Devine, J Tizard, SR Shahamiri, K Blincoe
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)
Speech vision: An end-to-end deep learning-based dysarthric automatic speech recognition system
SR Shahamiri
IEEE Transactions on Neural Systems and Rehabilitation Engineering
Self-Supervised Learning Based Phone-Fortified Speech Enhancement
Q Yuanhang, W Ruili, S Satwinder, M Zhizhong, H Feng
INTERSPEECH 2021
Towards the Objective Speech Assessment of Smoking Status based on Voice Features: A Review of the Literature
Z Ma, C Bullen, JTW Chu, R Wang, Y Wang, S Singh
Journal of Voice
[DOI]
DeepF0: End-To-End Fundamental Frequency Estimation for Music and Speech Signals
S Singh, R Wang, Y Qiu
ICASSP 2021-IEEE International Conference on Acoustics, Speech and Signal Processing
2020
An end-to-end medical emergency response system to support elderly people
MA Hossain, SK Ray, SR Shahamiri, D Ahmed, G Singh, R Arts
2020 30th International Telecommunication Networks and Applications Conference (ITNAC)
An investigation towards speaker identification using a single-sound-frame
SR Shahamiri, F Thabtah
Multimedia Tools and Applications
Least Loss: A simplified filter method for feature selection
F Thabtah, F Kamalov, S Hammoud, SR Shahamiri
Information Sciences
[DOI]
Autism AI: a new autism screening system based on artificial intelligence
SR Shahamiri, F Thabtah
Cognitive Computation
2019
A context-aware and technology-assisted informal caregiver selection method to support medical emergency
MA Hossain, SK Ray, SR Shahamiri
2019 29th International Telecommunication Networks and Applications Conference (ITNAC)
Adaptive neuro-fuzzy inference system for evaluating dysarthric automatic speech recognition (ASR) systems: a case study on MVML-based ASR
A Asemi, SSB Salim, SR Shahamiri, A Asemi, N Houshangi
Soft Computing
The Challenges of Teaching and Learning Software Programming to Novice Students
SR Shahamiri
Advanced Methodologies and Technologies in Network Architecture, Mobile Computing, and Data Analytics
[DOI]
2017
Speaker identification features extraction methods: A systematic review
SS Tirumala, SR Shahamiri, AS Garhwal, R Wang
Expert Systems with Applications
[DOI]
A deep autoencoder approach for speaker identification
SS Tirumala, SR Shahamiri
Proceedings of the 9th international conference on signal processing systems
Recent Advancement in Audio Steganography
Kiran, M Sharma, S Singh
Advances in Computer Science
[DOI]
2016
A review on deep learning approaches in speaker identification
SS Tirumala, SR Shahamiri
Proceedings of the 8th international conference on signal processing systems
2015
The role of context for recommendations in digital libraries
ZD Champiri, SSB Salim, SR Shahamiri
International Journal of Social Science and Humanity
On the use of array learners towards automatic speech recognition for dysarthria
SR Shahamiri, SK Ray
2015 IEEE 10th Conference on Industrial Electronics and Applications (ICIEA)
Test oracles based on artificial neural networks and info fuzzy networks: A comparative study
ME Yousif, SR Shahamiri, MB Mustafa
2015 IEEE 10th Conference on Industrial Electronics and Applications (ICIEA)
A systematic review of scholar context-aware recommender systems
ZD Champiri, SR Shahamiri, SSB Salim
Expert Systems with Applications
[DOI]
State-of-the-art Review on Steganographic Techniques
S Singh, VK Attri
International Journal of Signal Processing, Image Processing and Pattern Recognition
Dual Layer Security of data using LSB Image Steganography Method and AES Encryption Algorithm
S Singh, VK Attri
International Journal of Signal Processing, Image Processing and Pattern Recognition
State-of-the-art Survey on Security Issues in Cloud Computing Environment
S Singh, VK Kaur
Futuristic Trends on Computational Analysis and Knowledge Management (ABLAZE), 2015
2014
Real-time frequency-based noise-robust Automatic Speech Recognition using Multi-Nets Artificial Neural Networks: A multi-views multi-learners approach
SR Shahamiri, SS Binti Salim
Neurocomputing
[DOI]
A requirements negotiation process model that integrates EasyWinWin with quality assurance and multi-criteria preference techniques
HB Sofian, SS Binti Salim, SR Shahamiri
Arabian Journal for Science and Engineering
A multi-views multi-learners approach towards dysarthric speech recognition using multi-nets artificial neural networks
SR Shahamiri, SSB Salim
IEEE Transactions on Neural Systems and Rehabilitation Engineering
Multi-Criteria Impact Assessment of MVML in performance of Interactive Systems for People with Disabilities
SSB Salim, A Asemi, ZD Champiri, SR Shahamiri
The 3rd International Conference on Computer Engineering and Mathematical Sciences (ICCEMS 2014)
Artificial neural networks as speech recognisers for dysarthric speech: Identifying the best-performing set of MFCC parameters and studying a speaker-independent approach
SR Shahamiri, SSB Salim
Advanced Engineering Informatics
[DOI]
Survey on Various Security Attacks and the Mitigation Techniques for MANET
S Singh, A Mittal
International Conference on Communication, Computing & Systems (ICCCS–2014)
2012
Artificial neural networks as multi-networks automated test oracle
SR Shahamiri, WMN Wan-Kadir, S Ibrahim, SZM Hashim
Automated Software Engineering
2011
An automated framework for software test oracle
SR Shahamiri, WMNW Kadir, S Ibrahim, SZM Hashim
Information and Software Technology
[DOI]
2010
A single-network ANN-based oracle to verify logical software modules
SR Shahamiri, WMNW Kadir, S Ibrahim
2010 2nd international conference on software technology and engineering
An automated oracle approach to test decision-making structures
SR Shahamiri, WMNW Kadir, S bin Ibrahim
2010 3rd International Conference on Computer Science and Information Technology
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