Publications
Explore our research contributions to the scientific community. Our publications span top-tier journals and conferences in AI, machine learning, and healthcare technology.
Towards Trustworthy Speech-Based Multimodal Depression Detection
Dushanthi Madhushika Manamalage
The 12th ISCA-SAC Doctoral Consortium - 2026
FedMPA: A Novel Privacy-Performance Optimization Approach for Multimodal Speech-Based Depression Detection
Dushanthi Madhushika Manamalage, Frederick Sundram, Partha S. Roop, Seyed Reza Shahamiri
Interspeech 2026 - 2026
BetterSpeak: An Atypical Speech to Typical Speech Platform for Dysarthric Speakers
Seyed Reza Shahamiri, Zihan Zhong, Qianli Wang, Satwinder Singh
Interspeech 2026 - 2026
Low-Burden Data Augmentation for Dysarthric ASR via Zero-Shot Voice Cloning
Satwinder Singh, Qianli Wang, Zihan Zhong, Clarion Mendes, Mark Hasegawa-Johnson, Waleed Abdulla, Seyed Reza Shahamiri
Interspeech 2026 - 2026
Phoneme Error and Uncertainty Features for Interpretable Dysarthric Speech Assessment
Zihan Zhong, Qianli Wang, Satwinder Singh, Clarion Mendes, Mark Hasegawa-Johnson, Waleed Abdulla, Seyed Reza Shahamiri
Interspeech 2026 - 2026
Uncovering Dimension-Specific Layer Preferences in Wav2Vec2 for Fine-Grained Perceptual Assessment of Dysarthric Speech
Zihan Zhong, Qianli Wang, Satwinder Singh, Clarion Mendes, Mark Hasegawa-Johnson, Waleed Abdulla, Seyed Reza Shahamiri
Interspeech 2026 - 2026
Unveiling Bias in the Autism AI Dataset: A Patterned Sampling Approach for Balanced Learning
Rao, R.N., Thabrew, H., Shahamiri, S.R
PRICAI 2025: Trends in Artificial Intelligence. PRICAI 2025. Lecture Notes in Computer Science() - 2026
Investigating Diagnostic Data and Performance Implications in the Autism AI Dataset
Rao, R.N., Thabrew, H., Shahamiri, S.R
Neural Information Processing. ICONIP 2024. Communications in Computer and Information Science - 2025
Multimodal Speech Analysis for Early Detection of Mild Cognitive Impairment: A Scalable Approach
Muhammad Bilal, Waleed Abdulla, Gary Cheung, Lynette Tippett, Seyed Reza Shahamiri
2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) - 2025
Beyond Binary Detection: Multi-Etiology Dysarthria Classification with Pre-Trained Speech Models
Zhong Z, Wang Q, Singh S, Mendes C, Hasegawa-Johnson M, Abdulla W, Shahamiri SR
2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) - 2025
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 - 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 SR
ICASSP 2025 – 2025 IEEE International Conference on Acoustics, Speech and Signal Processing - 2025
Convolution-Augmented Transformers for Enhanced Speaker-Independent Dysarthric Speech Recognition
Zhong Z, Wang Q, Singh S, Mendes CC, Hasegawa-Johnson M, Abdulla W, Shahamiri SR
IEEE Transactions on Neural Systems and Rehabilitation Engineering - 2025
A Comprehensive Performance Evaluation of Whisper Models in Dysarthric Speech Recognition
Singh S, Zhong Z, Wang Q, Mendes C, Hasegawa-Johnson M, Abdulla W, Shahamiri SR
31st International Conference on Neural Information Processing (ICONIP 2024) - 2024
Research Impact
Our research has been published in top-tier venues and has made significant contributions to advancing AI in healthcare. We're committed to open science and reproducible research.