Automatic language identification/verification system
AssigneeITT Corporation
InventorKung-Pu Li
Life of this patent
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AssigneeITT Corporation
InventorKung-Pu Li
Estimating the term…
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.
A Language Verification System comprising:
In a Language Verification System comprising a means for processing spoken text into frames of speech, a means for detecting and extracting speech features from said frames of speech, matching means for comparing said speech features with stored references speech features and establishing a matched score for said comparison proportional to a degree similarity between said speech features and said stored reference speech features, and decision means for identifying input speech to said system as corresponding to one of a plurality of languages, the improvement therewith comprising:
A method for automatically identifying the language of a speaker as corresponding to one of a plurality of languages, including the steps of:
Dependencies are inferred from the claim text.