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基于回声状态网络的声环境中目标信号增强方法
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作者 陈国钦 詹仁辉 《福建师范大学学报(自然科学版)》 CAS CSCD 北大核心 2016年第2期20-27,共8页
基于声信道特点和回声状态神经网络建模,提出了一种通过抑制环境回声而相应增强目标语音的信号处理方法.仿真实验表明,对应于模型最好的泛化能力,其储备池规模(N)及其稀疏连接度(p)的N×p取值(为储备池中互相连接的神经元数量)是极... 基于声信道特点和回声状态神经网络建模,提出了一种通过抑制环境回声而相应增强目标语音的信号处理方法.仿真实验表明,对应于模型最好的泛化能力,其储备池规模(N)及其稀疏连接度(p)的N×p取值(为储备池中互相连接的神经元数量)是极值;其训练数据量(即足够的训练时间)存在一个下限值.训练建模后,该模型不仅达到通过抑制环境回声而相应增强输出目标语音信号的目的,而且麦克风接收信道改变时,也保持有效的处理效果. 展开更多
关键词 回声状态神经网络 环境回声信号 目标语音信号
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Portable Distortion Degree of Measuring Apparatus
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作者 王鑫 吕常智 王德勇 《Journal of Measurement Science and Instrumentation》 CAS 2011年第1期78-80,共3页
Distortion is a technical indicator in the field of voice signal processing. The design is a portable distortion degree tester, based on Field-Progranmmble Gate Array (FleA, EP2C20) as the cote, using harmonic analy... Distortion is a technical indicator in the field of voice signal processing. The design is a portable distortion degree tester, based on Field-Progranmmble Gate Array (FleA, EP2C20) as the cote, using harmonic analysis method which better solve the distortion problem of acctwacy. It can achieve the signal transformation from the time-domain to the frequency-donkain, and is widely used for signal spectrum analysis. All the componets used in the design are low power, high perf-, low drift and industrial grade compionents. The reference voltage sources of ADC and DAC have identical performance of high stability, high precision. The dtr.k is the precise stable clock with FPGA temperature compensation. This project can get the cost-effective, high-precision, low power and portable design goals. 展开更多
关键词 distortion degree FPGA measuring apparatus
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