Induced Inflection-Set Keyword Search in Speech
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 differen...
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Zusammenfassung: | 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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DOI: | 10.48550/arxiv.1910.12299 |