From the 1 of 4 linked papers with an AI index.
4 papers
Translation as a Computationally Efficient Bridge: Feasibility of English BERT for Low-Resource Languages
Hielke Muizelaar, Giulia Rivetti, Marco Spruit +1
The paper investigates using machine translation to convert low‑resource language data into English and then fine‑tuning an English BERT model, comparing this approach to native‑la…
Out of the Box, into the Clinic? Evaluating State-of-the-Art ASR for Clinical Applications for Older Adults
Bram van Dijk, Tiberon Kuiper, Sirin Aoulad si Ahmed +5
Voice-controlled interfaces can support older adults in clinical contexts -- with chatbots being a prime example -- but reliable Automatic Speech Recognition (ASR) for underreprese…
The Data Sharing Paradox of Synthetic Data in Healthcare
Jim Achterberg, Bram van Dijk, Saif ul Islam +6
Synthetic data offers a promising solution to privacy concerns in healthcare by generating useful datasets in a privacy-aware manner. However, although synthetic data is typically…
A Review of Challenges in Speech-based Conversational AI for Elderly Care
Willemijn Klaassen, Bram van Dijk, Marco Spruit
Artificially intelligent systems optimized for speech conversation are appearing at a fast pace. Such models are interesting from a healthcare perspective, as these voice-controlle…