Papers by Arjan van Hessen
A CLARIN Transcription Portal for Interview Data (2020.lrec-1)
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| Challenge: | a transcription portal for audio files based on automatic speech recognition (ASR) is implemented in the CLARIN resources research network and intended for use by non-technical scholars. |
| Approach: | They propose a transcription portal for audio files based on automatic speech recognition in various languages. |
| Outcome: | The proposed transcription portal is implemented in the CLARIN resources research network and intended for use by non-technical scholars. |
Towards an Open-Source Dutch Speech Recognition System for the Healthcare Domain (2022.lrec-1)
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| Challenge: | Existing generic speech recognition systems do not include healthcare jargon in the lexicon and do not safeguard privacy of sensitive data. |
| Approach: | They propose to use a language model to train Dutch doctors to use medicines in their audiovisual recordings. |
| Outcome: | The proposed method reduces the word error rate (WER) by 5.2% on the use of medicines in the Netherlands. |