ASR dependent techniques for speaker identification

  title={ASR dependent techniques for speaker identification},
  author={Alex Park and Timothy J. Hazen},
Traditional text independent speaker recognition systems are based on Gaussian Mixture Models (GMMs) trained globally over all speech from a given speaker. In this paper, we describe alternative methods for performing speaker identification that utilize domain dependent automatic speech recognition (ASR) to provide a phonetic segmentation of the test utterance. When evaluated on YOHO, several of these approaches were able outperform previously published results on the speaker ID task. On a more… CONTINUE READING
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