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Examining the Impact of Different Workflows on Quality: Automatic Speech Recognition and Post-editing in Intralingual Subtitling |
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| รหัสดีโอไอ | |
| Creator | 1. Kaisa Vitikainen 2. Maarit Koponen |
| Title | Examining the Impact of Different Workflows on Quality: Automatic Speech Recognition and Post-editing in Intralingual Subtitling |
| Publisher | IATIS and Chalermprakiat Center of Translation and Interpretation at Chulalongkorn University |
| Publication Year | 2569 |
| Journal Title | New Voices in Translation Studies |
| Journal Vol. | 31 |
| Journal No. | 2 |
| Page no. | 170-196 |
| Keyword | post-editing, SDH, intralingual translation, automatic speech recognition, subtitle quality |
| URL Website | https://newvoices.arts.chula.ac.th/ |
| Website title | New Voices in Translation Studies |
| ISSN | 1819-5644 |
| Abstract | In Finland, the law requires that the public broadcaster provides intralingual subtitles for all its programming in Finnish, except for live sports and music events. While automatic speech recognition is not yet sufficiently accurate to produce fully automatic subtitles in Finnish, it can be a valuable tool for both broadcasters and subtitlers. The productivity of post-editing automatically produced subtitles has been studied, but little research exists on the impact the post-editing process has on subtitle quality. This paper examines the quality of post-edited intralingual subtitles, comparing them to subtitles produced from scratch by the same participants, using an adapted version of the FAR model. The purpose of the study is to discover how the process of post-editing affects the quality of the end product. Results suggest that the quality of post-edited subtitles suffers compared to subtitles prepared from scratch, particularly in terms of segmentation, timecoding and reading speed. |
