Combining Machine Learning and Computational Auditory Scene Analysis to Separate Monaural Speech of Two-Talker

机译：将机器学习与计算听觉场景分析相结合以分开两个说话者的单声道语音

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Monaural speech separation is one of the most difficult problems in speech signal processing. In this paper, a new method based on machine learning and computational auditory scene analysis (CASA) is suggested to separate the monaural speech of two-talker

机译：单声道语音分离是语音信号处理中最困难的问题之一。本文提出了一种基于机器学习和计算听觉场景分析（CASA）的新方法，用于分离两个通话者的单声道语音

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《Natural Language Processing and Knowledge Engineering, 2007 International Conference on》|2007年|P.280-284|共5页
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Peng Li; Yong Guan; Wenju Liu; Bo Xu;
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中图分类工业技术;
关键词
learning (artificial intelligence); speaker recognition; speech processing; vector quantisation; computational auditory scene analysis; factorial-max vector quantization model; machine learning; monaural speech separation; speech signal processing;

机译：学习（人工智能）;说话人识别;语音处理;矢量量化;计算听觉场景分析;最大因数矢量量化模型;机器学习;单声道语音分离;语音信号处理;

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专利

1. Monaural Speech Separation Based on Computational Auditory Scene Analysis and Objective Quality Assessment of Speech [J] . Li P., Guan Y., Xu B., IEEE transactions on audio, speech and language processing . 2006,第6期

机译：基于计算听觉场景分析和语音客观质量评估的单声道语音分离
2. A comparison of several computational auditory scene analysis (CASA) techniques for monaural speech segregation [J] . Jihen Zeremdini, Mohamed Anouar Ben Messaoud, Aicha Bouzid Brain Informatics . 2015,第3期

机译：几种用于单声道语音隔离的计算听觉场景分析（CASA）技术的比较
3. Improved monaural speech segregation based on computational auditory scene analysis [J] . Wang Yu, Lin Jiajun, Chen Ning, EURASIP journal on audio, speech, and music processing . 2013,第1期

机译：基于计算听觉场景分析的改进的单声道语音隔离
4. Combining Machine Learning and Computational Auditory Scene Analysis to Separate Monaural Speech of Two-Talker [C] . DAI Yongyang, rnCUI Ying 2007 IEEE International Conference on Natural Language Processing and Knowledge Engineering(NLP-KE'07) . 2007

机译：将机器学习与计算听觉场景分析相结合以分开两个说话者的单声道语音
5. Computational auditory scene analysis and robust automatic speech recognition. [D] . Narayanan, Arun. 2014

机译：计算听觉场景分析和强大的自动语音识别。
6. A comparison of several computational auditory scene analysis (CASA) techniques for monaural speech segregation [O] . Jihen Zeremdini, Mohamed Anouar Ben Messaoud, Aicha Bouzid 2015

机译：几种用于单声道语音隔离的计算听觉场景分析（CASA）技术的比较
7. Monaural speech separation based on computational auditory scene analysis and objective quality assessment of speech [O] . Peng Li, Yong Guan, Bo Xu, 2006

机译：基于计算听觉场景分析和语音客观质量评估的单声道语音分离

Combining Machine Learning and Computational Auditory Scene Analysis to Separate Monaural Speech of Two-Talker

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