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基于语音谐波结构的鲁棒特征参数及其在说话人识别中的应用

张玲华 郑宝玉 杨震

张玲华, 郑宝玉, 杨震. 基于语音谐波结构的鲁棒特征参数及其在说话人识别中的应用[J]. 电子与信息学报, 2006, 28(10): 1786-1789.
引用本文: 张玲华, 郑宝玉, 杨震. 基于语音谐波结构的鲁棒特征参数及其在说话人识别中的应用[J]. 电子与信息学报, 2006, 28(10): 1786-1789.
Zhang Ling-hua, Zheng Bao-yu, Yang Zhen. Robust Feature Based on Speech Harmonic Structure for Speaker Identification[J]. Journal of Electronics & Information Technology, 2006, 28(10): 1786-1789.
Citation: Zhang Ling-hua, Zheng Bao-yu, Yang Zhen. Robust Feature Based on Speech Harmonic Structure for Speaker Identification[J]. Journal of Electronics & Information Technology, 2006, 28(10): 1786-1789.

基于语音谐波结构的鲁棒特征参数及其在说话人识别中的应用

Robust Feature Based on Speech Harmonic Structure for Speaker Identification

  • 摘要: 通过对纯净语音及含噪语音短时谱的分析比较,提出了一种基于基音频率及其谐波结构的新的语音特征参数。实验表明,与传统的倒谱特征相比,新特征对加性白噪声相对较不敏感,在闭集文本无关说话人识别中,新特征可以在加性白高斯噪声环境下提高系统的说话人识别率。
  • Murthy H A, Beaufays F, Heck L P, et al.. Robust text-independent speaker identification over telephone channels[J].IEEE Trans. on Speech and Audio Processing.1999, 7(5):554-568[2]Assaleh K T, Mammone R J. New LP-derived features for speaker identification[J].IEEE Trans. on Speech and Audio Processing.1994, 2(4):630-638[3]Hsieh C T, Lai E, Wang Y C. Robust speech features based on wavelet transform with application to speaker identification[J].IEE Proc.-Vis. Image Signal Process.2002, 149(2):108-114[4]Doddington G. Speaker recognition based on idiolectal differences between speakers. Eurospeech, 2001, 4: 2517-2520.[5]Adami A, Mihaescu R, et al.. Modeling prosodic dynamics for speaker recognition[J].Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003 (ICASSP03), Hong Kong.2003, 4:788-791[6]Peskin B, Navrati J, Abramson J,et al.. Using prosodic and conversational features for high performance speaker recognition: Report from JHU WS02[J].Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003 (ICASSP03), Hong Kong.2003, 4:792-795[7]Mammone R J, Zhang X, Pamachandran R P. Robust speaker recognition: A feature-based approach[J].IEEE Signal Processing Magazine.1996, 13(5):58-71[8]Ahmadi S, Spanias A S. Cepstrum-based pitch detection using a new statistical V/UV classification algorithm[J].IEEE Trans. on Speech and Audio Processing.1999, 7(3):333-338[9]姚天任. 语音信号处理. 武汉:华中理工大学出版社,1992年5 结束语4月,第6章6.8节.[10]易克初, 田斌, 付强. 语音信号处理. 北京:国防工业出版社,2000年6月,第3章3.5节.[11]Hess W. Pitch Determination of Speech Signals. Springer-Verlag, Berlin, Germany: 1983.[12]易克初, 田斌, 付强. 语音信号处理. 北京:国防工业出版社,2000年6月,第4章4.4节.
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出版历程
  • 收稿日期:  2005-02-21
  • 修回日期:  2005-10-31
  • 刊出日期:  2006-10-19

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