What lies beneath: semantic and syntactic analysis of manually reconstructed spontaneous speech

  • Authors:
  • Erin Fitzgerald;Frederick Jelinek;Robert Frank

  • Affiliations:
  • Johns Hopkins University, Baltimore, MD;Johns Hopkins University, Baltimore, MD;Yale University, New Haven, CT

  • Venue:
  • ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
  • Year:
  • 2009

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Abstract

Spontaneously produced speech text often includes disfluencies which make it difficult to analyze underlying structure. Successful reconstruction of this text would transform these errorful utterances into fluent strings and offer an alternate mechanism for analysis. Our investigation of naturally-occurring spontaneous speaker errors aligned to corrected text with manual semantico-syntactic analysis yields new insight into the syntactic and structural semantic differences between spoken and reconstructed language.