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Speaker recognition: a tutorial

Proceedings of the IEEE · 1997 · Vol. 85(9) · pp. 1437–1462
J.P. Campbell

Abstract

A tutorial on the design and development of automatic speaker-recognition systems is presented. Automatic speaker recognition is the use of a machine to recognize a person from a spoken phrase. These systems can operate in two modes: to identify a particular person or to verify a person's claimed identity. Speech processing and the basic components of automatic speaker-recognition systems are shown and design tradeoffs are discussed. Then, a new automatic speaker-recognition system is given. This recognizer performs with 98.9% correct decalcification. Last, the performances of various systems are compared.

Speech Recognition and SynthesisSpeech and Audio ProcessingMusic and Audio ProcessingSpeaker recognitionComputer scienceSpeech recognitionPhraseIdentity (music)Speaker diarisationNatural language processingArtificial intelligence
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References
Linear prediction: A tutorial review
Proceedings of the IEEE · 1975 · 4,004 citations
Digital processing of speech signals
Pattern Recognition · 1980 · 2,647 citations
Information theory and statistics
Journal of the Franklin Institute · 1959 · 7,216 citations
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