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» Cross-Domain Speech Disfluency Detection
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SIGDIAL
2010
13 years 2 months ago
Cross-Domain Speech Disfluency Detection
We build a model for speech disfluency detection based on conditional random fields (CRFs) using the Switchboard corpus. This model is then applied to a new domain without any ada...
Kallirroi Georgila, Ning Wang, Jonathan Gratch
COLING
2010
12 years 12 months ago
Detecting Speech Repairs Incrementally Using a Noisy Channel Approach
Unrehearsed spoken language often contains disfluencies. In order to correctly interpret a spoken utterance, any such disfluencies must be identified and removed or otherwise deal...
Simon Zwarts, Mark Johnson, Robert Dale
NAACL
2004
13 years 6 months ago
Detecting Structural Metadata with Decision Trees and Transformation-Based Learning
The regular occurrence of disfluencies is a distinguishing characteristic of spontaneous speech. Detecting and removing such disfluencies can substantially improve the usefulness ...
Joungbum Kim, Sarah E. Schwarm, Mari Ostendorf
LREC
2008
112views Education» more  LREC 2008»
13 years 6 months ago
A Comparative Cross-Domain Study of the Occurrence of Laughter in Meeting and Seminar Corpora
Laughter is an intrinsic component of human-human interaction, and current automatic speech understanding paradigms stand to gain significantly from its detection and modeling. In...
Susanne Burger, Kornel Laskowski, Matthias Wö...
EJASMP
2010
112views more  EJASMP 2010»
12 years 11 months ago
Query-Driven Strategy for On-the-Fly Term Spotting in Spontaneous Speech
Spoken utterance retrieval was largely studied in the last decades, with the purpose of indexing large audio databases or of detecting keywords in continuous speech streams. While...
Mickael Rouvier, Georges Linares, Benjamin Lecoute...