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文章基本信息

  • 标题:Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech
  • 本地全文:下载
  • 作者:Julian Hough ; David Schlangen
  • 期刊名称:Conference on European Chapter of the Association for Computational Linguistics (EACL)
  • 出版年度:2017
  • 卷号:2017
  • 页码:326-336
  • 语种:English
  • 出版社:ACL Anthology
  • 摘要:We present the joint task of incremental disfluency detection and utterance segmentation and a simple deep learning system which performs it on transcripts and ASR results. We show how the constraints of the two tasks interact. Our joint-task system outperforms the equivalent individual task systems, provides competitive results and is suitable for future use in conversation agents in the psychiatric domain.
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