Journal
Scientific and technical journal «Priborostroenie»
UDK57.087.1
Issue:2 (57)
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EMPLOYMENT OF DTW-BASED HMM-GMM MULTI-SESSION TRAINING IN TEXTDEPENDENT SPEAKER VERIFICATION
Annotation
An HMM training procedure using several password utterances is proposed. The proposed method is based on the Dynamic Time Warping algorithm, and is shown to allow for reduction of verification system errors.
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Articles in current issue
- ANALYSIS OF LANGUAGE STATISTICAL ASPECTS AND THEIR GENDER VARIATIONS BY THE EXAMPLE OF LITHUANIAN
- DETERMINATION OF CHANNEL-INDEPENDENT INFORMATION INDICATORS
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- STATISTICAL METHODS FOR AUTOMATIC PROSODIC BREAK DETECTION IN A TEXT-TO-SPEECH SYSTEM
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- SPEECH SIGNALS STOCHASTICITY AND ITS EVALUATION
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- CONCEPT OF THE NATIONAL VOICE ACCOUNTING AND VOICE BIOMETRIC SEARCH SYSTEM
- ANALYSIS OF MANIFOLD LEARNING METHODS APPLICABILITY TO SPEAKER RECOGNITION
- STUDY OF VOICE VERIFICATION SYSTEM TOLERANCE TO SPOOFING ATTACKS USING A TEXT-TO-SPEECH SYSTEM