Title

A comparative study of deep End-to-End Automatic Speech Recognition models for doctor-patient conversations in Polish in a real-life acoustic environment

Journal title

International Journal of Electronics and Telecommunications

Yearbook

2025

Volume

vol. 71

Issue

No 3

Authors

Pondel-Sycz, Karolina ; Bilski, Piotr ; Bobiński, Piotr ; Morzyński, Leszek ; Lewandowski, Marcin ; Kozłowski, Emil ; Szczepański, Grzegorz ; Jasiński, Maciej ; Makarewicz, Grzegorz ; Pietrzak, Agnieszka Paula ; Buchowicz, Andrzej ; Mazurek, Paweł ; Bilski, Adrian ; Olejnik, Jacek ; Olejnik, Iwona

Affiliation

Pondel-Sycz, Karolina : Faculty of Electronics and Information Technology, Warsaw University of Technology, Poland ; Bilski, Piotr : Faculty of Electronics and Information Technology, Warsaw University of Technology, Poland ; Bobiński, Piotr : Faculty of Electronics and Information Technology, Warsaw University of Technology, Poland ; Morzyński, Leszek : Central Institute For Labour Protection-National Research Institute, Poland ; Lewandowski, Marcin : Faculty of Electronics and Information Technology, Warsaw University of Technology, Poland ; Kozłowski, Emil : Central Institute For Labour Protection-National Research Institute, Poland ; Szczepański, Grzegorz : Central Institute For Labour Protection-National Research Institute, Poland ; Jasiński, Maciej : Faculty of Electronics and Information Technology, Warsaw University of Technology, Poland ; Makarewicz, Grzegorz : Faculty of Electronics and Information Technology, Warsaw University of Technology, Poland ; Pietrzak, Agnieszka Paula : Faculty of Electronics and Information Technology, Warsaw University of Technology, Poland ; Buchowicz, Andrzej : Faculty of Electronics and Information Technology, Warsaw University of Technology, Poland ; Mazurek, Paweł : Faculty of Electronics and Information Technology, Warsaw University of Technology, Poland ; Bilski, Adrian : Faculty of Applied Informatics and Mathematics, Warsaw University of Life Sciences, Poland ; Olejnik, Jacek : JAS Technologie Sp. z o.o, Poland ; Olejnik, Iwona : JAS Technologie Sp. z o.o, Poland

Keywords

Automatic Speech Recognition ; Transformers ; Encoder-Decoder ; Deep Neural Network

Divisions of PAS

Nauki Techniczne

Coverage

1-8

Publisher

Polish Academy of Sciences Committee of Electronics and Telecommunications

Date

11.07.2025

Type

Article

Identifier

DOI: 10.24425/ijet.2025.153609