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Home File Sharing Automatic-language-identification-verification-system

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 Automatic language identification/verification system

Details
Inventors: Li, Kung-Pu;
Assignee: ITT Corporation (New York, NY)
Primary Examiner: MacDonald; Allen R.
Assistant Examiner: Wieland; Susan
Attorney, Agent or Firm: Plevy & Associates

A language identification and verification system is described whereby language identification is determined by finding the closest match of a speech utterance to multiple speaker sets. The language identification and verification system is implemented through use of a speaker identification/verification system as a baseline to find a set of well matched speakers in each of a plurality of languages. A comparison of unknown speech to speech features from such well-matched speakers is then made and a language decision is arrived on based on a closest match between the unknown speech features and speech features for such well matched reference speakers in a particular language. To avoid a problem associated with prior-art language identification systems, wherein speech feature are based on short-term spectral features determined at a system frame rate--thereby seriously limiting the resolution and accuracy of such prior-art systems, the invention uses speech features derived from vocalic or syllabic nuclei, from which related phonetic speech features may then be extracted. Detection of such vocalic centers or syllabic nuclei is accomplished using a trained back-error propagation multi-level neural network.

DETAILED DESCRIPTION A Language Identification/Verification System is disclosed comprising a means for processing spoken text into frames of speech and a means for detecting and extracting speech features from the frames of speech, which in combination operate to identify phonetic speech elements, matching means for comparing the phonetic speech features with stored referenced phonetic speech features and establishing a match score for the comparison proportional to a degree of similarity between the phonetic speech features and the stored reference phonetic speech features, and decision means for identifying input speech to the system as corresponding to one of a plurality of languages, whereby the language identification for the input speech is established on the basis of a comparison of the match score with at least one predetermined threshold score associated with one of the plurality of languages.



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