- 전화음성에 강인한 문장종속 화자인식에 관한 연구
- On a robust text-dependent speaker identification over telephone channels
- ㆍ 저자명
- 정의상,최홍섭,Jung. Eu-Sang,Choi. Hong-Sub
- ㆍ 간행물명
- 음성과학
- ㆍ 권/호정보
- 1997년|2권 2호|pp.57-66 (10 pages)
- ㆍ 발행정보
- 한국음성과학회
- ㆍ 파일정보
- 정기간행물| PDF텍스트
- ㆍ 주제분야
- 기타
This paper studies the effects of the method, CMS(Cepstral Mean Subtraction), (which compensates for some of the speech distortion. caused by telephone channels), on the performance of the text-dependent speaker identification system. This system is based on the VQ(Vector Quantization) and HMM(Hidden Markov Model) method and chooses the LPC-Cepstrum and Mel-Cepstrum as the feature vectors extracted from the speech data transmitted through telephone channels. Accordingly, we can compare the correct recognition rates of the speaker identification system between the use of LPC-Cepstrum and Mel-Cepstrum. Finally, from the experiment results table, it is found that the Mel-Cepstrum parameter is proven to be superior to the LPC-Cepstrum and that recognition performance improves by about 10% when compensating for telephone channel using the CMS.