Seyed Reza Shahamiri — accepted AI-conference papers

2025

Dysarthric Speech Conformer: Adaptation for Sequence-to-Sequence Dysarthric Speech Recognition

Qianli Wang, Zihan Zhong, Satwinder Singh, Clarion Mendes, Mark Hasegawa-Johnson, Waleed Abdulla +1

ICASSP 2025accepted

Automatic Speech Recognition (ASR) holds immense potential to provide an effective interface for assistive technologies, but its performance remains unsatisfactory for people with speech impairments such as dysarthria. Existing ASR systems struggle to accurately recognize dysarthric speech due to th…

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2025

Robust Cross-Etiology and Speaker-Independent Dysarthric Speech Recognition

Satwinder Singh, Qianli Wang, Zihan Zhong, Clarion Mendes, Mark Hasegawa-Johnson, Waleed Abdulla +1

ICASSP 2025accepted

In this paper, we present a speaker-independent dysarthric speech recognition system, with a focus on evaluating the recently released Speech Accessibility Project (SAP-1005) dataset, which includes speech data from individuals with Parkinson’s disease (PD). Despite the growing body of research in d…

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