Transforming Healthcare with AI-Driven Innovation and Global Impact

Speech Impairment

Mental Health

Dementia

Autism

Mission

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Our mission is to pioneer innovative, AI-driven software solutions that revolutionize healthcare systems, making them more accessible, efficient, and patient-centered. We aim to enhance the quality of life for people living with conditions like speech disorders or mental health. Through transdisciplinary research, we design advanced deep learning architectures and algorithms in collaboration with healthcare professionals, medical experts, and patient communities. Together, we tackle complex medical challenges, empower healthcare providers, and improve health outcomes for individuals and communities worldwide.

Join us: If you are interested in research opportunities at 2DN, please fill out this application survey.

Recent News

New Publication in NZMSJ 2025!

We are pleased to announce that the 2DN team has published a new editorial in the New Zealand Medical Student Journal (Issue 39) titled: “With data in mind: AI applications in depression, autism and dementia care.” This editorial explores how AI and big data can work...

HealtheX 2025!

We are delighted to share that our members, Dushanthi Madhushika and Rabia Rao, had their abstracts accepted at the HealtheX 2025 Conference. Dushanthi Madhushika presented her research through an oral presentation, showcasing her work on “Speech as a Digital...

Whisper workshop

We look forward to seeing you there.Whisper is one of the most advanced speech processing models, enabling state-of-the-art transcription and translation capabilities. This workshop will introduce the fundamentals of speech processing, explore Whisper and Transformer...

New Paper Alerts for ICCASP 2025!

We are delighted to announce that the atypical speech team has two papers accepted at ICASSP 2025 around Dysarthric Speech Recognition! Dr. Singh will present the papers on 2DN behalf. The first paper, entitled "Dysarthric Speech...

ICONIP Presentation!

The 2DN team has four papers accepted at ICONIP 2024 and presented the papers in Auckland, New Zealand! The papers are yet to be indexed, so their links will be shared here.  

Network Partners

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We’re always looking for collaborators who share our vision—clinicians, engineers, and advocates who believe technology can be a force for good. Have an idea? Feel free to reach out to us by contacting any of our team members directly, or filling out our survey using the link below.

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