Our publications related to the HoMed-project are showed below.
Released dataset
Tejedor Garcia, C., Sanders, E.P. & Heuvel, H. (2024c). Homed-Nivel-transcriptions. Radboud Data Repository [Dataset]. doi: https://doi.org/10.34973/fw5m-bx33
Tejedor García, C., Molen, B. & Heuvel, H. van den (2022). Homed Transcriptions Medicijnjournaal. Radboud Data Repository [Dataset]. doi: https://doi.org/10.34973/dpjc-0v85.
Results of Dutch ASR models, collected by the community.
https://opensource-spraakherkenning-nl.github.io/ASR_NL_results/RU/wer.html
Publications
Tejedor-García, van den Heuvel, H., van Hessen, A., van Dulmen, S. & Pieters, T. (2024a). An Innovative Methodology Utilizing AI-based Automatic Speech Recognition for Transcribing Dutch Patient-Provider Consultation Recordings. DH Benelux 2024 Conference (June 5-7, Leuven).
https://zenodo.org/records/11456966
Tejedor-García, van den Heuvel, H., van Hessen, A., van Dulmen, S. & Pieters, T. (2024b). Comparative analysis of state-of-the-art automatic speech recognition systems for transcribing medical consultation audio recordings. Health by Tech Conference 2024 (May 30-31, Groningen).
https://www.researchgate.net/publication/381008943_Comparative_Analysis_of_State-of-the-Art_Automatic_Speech_Recognition_Systems_for_Transcribing_Medical_Consultation_Audio_Recordings
Van der Molen, Berrie, Tejedor-García, Cristian, van den Heuvel, Henk, Ordelman, Roeland, Pieters, Toine, van Dulmen, Sandra, & van Hessen, Arjan. (2022, May 4). Challenges on the Promising Road to Automatic Speech Recognition of Privacy-Sensitive Dutch Doctor-Patient Consultation Recordings. DH Benelux 2022 - ReMIX: Creation and alteration in DH (hybrid), Belval Campus, Esch-sur-Alzette, Luxembourg and online.
https://doi.org/10.5281/zenodo.6517157
Tejedor-García, C., van der Molen, B., van den Heuvel, H., van Hessen, A., Pieters, T. (2022). Towards an Open-Source Dutch Speech Recognition System for the Healthcare Domain. Proceedings of the 13th International Conference on Language Resources and Evaluation (LREC2022), pp. 1032‑1039.
http://www.lrec-conf.org/proceedings/lrec2022/pdf/2022.lrec-1.110.pdf
John Davelaar, Berrie van der Molen, en Toine Pieters. Spraakherkenning mogelijk zinvol bij medicatiegesprek. Pharmaceutisch Weekblad, 12-09-2022
