Adelaide-based technology startup Vocare is enhancing its artificial intelligence capabilities by utilizing a GIGABYTE AI TOP ATOM system to train its speech recognition and pronunciation models in-house. This development follows the company’s success in winning the hardware through a competition at SouthStart 2026, an event held in Adelaide. Since its installation in April 2026, the system, provided by XENON, has allowed Vocare to conduct model development, testing, and live speech assessments using locally controlled computing infrastructure.
Founded in 2025 by linguist Seshnie Taylor, Vocare focuses on developing AI solutions to assist multilingual aged care and disability support workers. The technology is designed to improve communication between care professionals who speak English as a second language and the people they care for by identifying mispronounced phonemes and suggesting targeted exercises for better speech clarity. A 42-day pilot study demonstrated significant improvement, with a participant’s pronunciation score rising from 33.8% to 72.2% after completing a specific exercise 72 times.
Initially, Vocare collaborated with the Australian Institute for Machine Learning (AIML) for 300 hours of engineering support. However, once this project concluded in March 2026, the company faced challenges in securing the GPU computing resources needed for continued model training. Purchasing suitable hardware was beyond their budget, and cloud-based solutions incurred recurring costs. Winning the GIGABYTE AI TOP ATOM system provided a cost-effective solution, featuring 128GB of unified memory and 4TB of NVMe storage.
With assistance from XENON Solutions Architect Malcolm Haak, Vocare’s team configured the system to support live pronunciation assessments and model training using a proprietary dataset of over 30,000 annotated workplace voice samples. The local infrastructure enables Vocare to retain sensitive workplace audio recordings on-site, avoiding the need to transfer data to external cloud services. Machine Learning Engineer Linh Ung noted that owning the hardware has expedited experimentation, allowing the team to test new ideas quickly without relying on third-party cloud APIs.
The initiative underscores the importance of accessible AI infrastructure for early-stage technology firms handling sensitive data. By controlling its computing environment, Vocare reduces training costs and maintains greater control over data. Seshnie Taylor’s contributions were recognized on November 6, 2026, when she received the Social Impact Award at the Women in Innovation Awards in Adelaide, along with a $20,000 FoundHer Launch Grant. This grant is set to aid Vocare’s expansion among multilingual workers in aged care and disability support, with potential opportunities in markets like New Zealand, Canada, and the United Kingdom.
About Vocare
Vocare (Vocare Speech Australia Pty Ltd) is an Adelaide company that helps multilingual frontline care workers speak English with clarity and confidence. Founded in 2025 by linguist Seshnie Taylor, it combines AI-powered pronunciation practice with face-to-face workshops for aged care and NDIS disability support providers. Its mission is to help as many skilled migrants as possible to speak with clarity and confidence in the care sector. Learn more at https://vocare.com.au/
About XENON
XENON designs, builds and supports high-performance computing, AI Factories, AI systems and data storage infrastructure for people solving the world’s most demanding problems. Since 1996, XENON has engineered the systems behind some of Australia’s hardest workloads, from training AI models and sequencing genomes to rendering feature films and executing trades in microseconds. From its Melbourne headquarters and Singapore office, XENON partners with research institutions, universities, government, defence and enterprise customers in Australia and around the world. Build Beyond Limits. Learn more at https://xenon.global/
About GIGABYTE
GIGABYTE is an enabler of next-generation computing, building a foundation for technology innovations that is robust, optimized, trustworthy, versatile, and accessible. Together with a global ecosystem of partners, we translate emerging technologies into real-world impact—accelerating AI adoption, advancing sustainable computing, and empowering businesses, communities, and individuals to unlock the full potential of computing. GIGABYTE. Upgrade Your Life. Learn more about Gigabyte.
Jon Tinberg
XENON Systems Pty Ltd
+61 3 9549 1111
Legal Disclaimer:
The information contained in this article has been provided by independent third-party contributors, clients, or content partners. We do not independently verify the accuracy, completeness, legality, ownership, licensing, or reliability of submitted content, including text, images, videos, trademarks, or other media materials. The submitting party is solely responsible for ensuring that all content, including images and media assets, complies with applicable copyright, trademark, licensing, and intellectual property laws. We disclaim liability for any unauthorized use of copyrighted or proprietary materials by third parties. If you believe that any content published on this platform infringes your intellectual property rights, kindly contact the author above for prompt review and resolution.