A TAG-based noisy-channel model of speech repairs

This paper describes a noisy channel model of speech repairs, which can identify and correct repairs in speech transcripts. A syntactic parser is used as the source model, and a novel type of TAG-based transducer is the channel model. The use of TAG is motivated by the intuition that the reparandum is a "rough copy" of the repair. The model is trained and tested on the Switchboard disfluency-annotated corpus.

• Type: Conference
• Year: 2004
• Where: ACL
• Authors: Mark Johnson, Eugene Charniak
• Keywords: ACL 2004, ACL 2007, Channel Model, Noisy Channel Model, Speech Repairs