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Gavin BROOKS
Department Kyoto University of Foreign Studies Department of British and American Studies, Faculty of Foreign Studies Position Associate Professor |
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| Date | 2024/08/29 |
| Presentation Theme | Using automatic speech recognition tools to transcribe learner corpora: Examining the WER of automated compared to professional transcriptions |
| Conference | The 63rd JACET International Convention |
| Promoters | JACET |
| Conference Type | International |
| Presentation Type | Speech (General) |
| Contribution Type | Individual |
| Country | Japan |
| Venue | Aichi University |
| Holding period | 2024/08/29~2024/08/30 |
| Publisher and common publisher | Gavin Brooks |
| Details | This presentation used OpenAI's Whisper to automatically transcribe 100 L2 speaker presentations and 100 discussions, comparing them with professional transcriptions. While Whisper showed high accuracy for presentations, accuracy decreased for multi-speaker discussions, with higher proficiency speakers showing higher accuracy. Practical advice for utilizing ASR tools was also provided. |