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KMID : 1022420100020030135
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Phonetics and Speech Sciences
2010 Volume.2 No. 3 p.135 ~ p.139
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Confidence Measure of Forensic Speaker Identification System According to Pitch Variances
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Kim Min-Seok
Kim Kyung-Wha
Yang Il-Ho
Yu Ha-Jin
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Abstract
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Forensic speaker identification needs high accuracy and reliability. However, the current level of speaker identification does not reach its demand. Therefore, the confidence evaluation of results is one of the issues in forensic speaker identification. In this paper, we propose a new confidence measure of forensic speaker identification system. This is based on pitch differences between the registered utterances of the identified speaker and the test utterance. In the experiments, we evaluate this confidence measure by speech identification tasks on various environments. As the results, the proposed measure can be a good measure indicating if the result is reliable or not.
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KEYWORD
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pitch, speaker identification, GMM, PCA
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