Method and apparatus for speaker recognition using a speaker...

G - Physics – 10 – L

Patent

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G10L 17/00 (2006.01) G10L 15/14 (2006.01)

Patent

CA 2366892

This invention relates to an improved method and apparatus for speaker recognition. In this invention, prior to comparing feature vectors derived from speech with a stored reference model the feature vectors are processed by applying a speaker dependent transform which matches the characteristics of a particular speaker's vocal tract. Features derived from speech which has very dissimilar characteristics to those of the speaker on which the transform is dependent may be severely distorted by the transform, whereas features from speech which has similar characteristics to those of the speaker on which the transform is dependent will be distorted far less.

La présente invention concerne un procédé et un appareil améliorés de reconnaissance du locuteur. Avant de comparer les vecteurs de caractéristiques provenant de la parole à un modèle de référence mémorisé, les vecteurs de caractéristiques sont traités en appliquant une transformée dépendante du locuteur qui correspond aux caractéristiques du conduit vocal d'un locuteur particulier. Les caractéristiques provenant de la parole qui présentent des éléments très différents de ceux de l'interlocuteur desquels dépend la transformée peuvent être largement déformées par la transformée, tandis que les caractéristiques provenant du discours qui présentent des éléments similaires à ceux de l'interlocuteur desquels dépend la transformée seront beaucoup moins déformés.

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