Gavin BROOKS
   Department   Kyoto University of Foreign Studies  Department of British and American Studies, Faculty of Foreign Studies
   Position   Associate Professor
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.