A Comprehensive Polish Medical Speech Dataset for Enhancing Automatic Medical Dictation

• Published in: Scientific data Vol. 12; no. 1; pp. 1436 - 13
• Main Authors: Czyżewski, Andrzej, Cygert, Sebastian, Marciniuk, Karolina, Szczodrak, Maciej, Harasimiuk, Arkadiusz, Odya, Piotr, Galanina, Marina, Szczuko, Piotr, Kostek, Bożena, Graff, Beata, Szplit, Dariusz, Budzisz, Mariusz, Narkiewicz, Krzysztof
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 16.08.2025; Nature Publishing Group; Nature Portfolio
• Subjects: 692/700/1538; 692/700/228; Automation; Data Descriptor; Datasets; Documentation; Human performance; Humanities and Social Sciences; Humans; Language; Linguistics; Medical Subject Headings-MeSH; multidisciplinary; Multilingualism; Natural language processing; Neural networks; Poland; Science; Science (multidisciplinary); Speech; Speech recognition; Speech Recognition Software; Voice recognition; Poland

Pre-trained models have become widely adopted for their strong zero-shot performance, often minimizing the need for task-specific data. However, specialized domains like medical speech recognition still benefit from tailored datasets. We present ADMEDVOICE, a novel Polish medical speech dataset, col...