Induced Inflection-Set Keyword Search in Speech

October 27, 2019 ยท Declared Dead ยท ๐Ÿ› Special Interest Group on Computational Morphology and Phonology Workshop

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Authors Oliver Adams, Matthew Wiesner, Jan Trmal, Garrett Nicolai, David Yarowsky arXiv ID 1910.12299 Category cs.CL: Computation & Language Cross-listed cs.SD, eess.AS Citations 1 Venue Special Interest Group on Computational Morphology and Phonology Workshop Last Checked 6 months ago
Abstract
We investigate the problem of searching for a lexeme-set in speech by searching for its inflectional variants. Experimental results indicate how lexeme-set search performance changes with the number of hypothesized inflections, while ablation experiments highlight the relative importance of different components in the lexeme-set search pipeline and the value of using curated inflectional paradigms. We provide a recipe and evaluation set for the community to use as an extrinsic measure of the performance of inflection generation approaches.
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