Speech recognition employing key word modeling and non-key...

Details Speech recognition employing key word modeling and non-key... Speech recognition employing key word modeling and non-key...

G - Physics

10

L

354/47

G10L 15/14 (2006.01) G10L 15/00 (2006.01)

Patent

CA 2015410

Speaker independent recognition of small vocabularies, spoken over the long distance telephone network, is achieved using two types of models, one type for defined vocabulary words (e.g., collect, calling-card, person, third-number and operator), and one type for extraneous input which ranges from non-speech soundsto groups of non-vocabulary words (e.g. 'I want to make a collect call please'). For this type of key word spotting, modifications are made to a connected word speech recognition algorithm based on state-transitional (hidden Markov) models which allow it to recognize words from a pre-defined vocabulary list spoken in an unconstrained fashion. Statistical models of both the actual vocabulary words and the extraneous speech and background noises are created. A syntax-driven connected word recognition system is then used to find the best sequence of extraneous input and vocabulary word models for matching the actual input speech.

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