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说话人识别是语音识别的一种特殊方式,其目的不是识别语音内容,而是识别说话人是谁,即从语音信号中提取个人特征。采用矢量量化(VQ)可避免困难的语音分段问题和时间归整问题,且作为一种数据压缩手段可大大减少系统所需的数据存储量。本文提出了识别特征选取采用复倒谱特征参数和对应用VQ的说话人识别系统改进的一种方法。当用于训练的数据量较小时,复倒谱特征可以得到比较稳定的识别性能。VQ的改进方法避免了说话人识别系统的训练时间与使用时间相差过长从而导致系统的性能明显下降以及若利用自相关函数带来的大量运算。-Speaker Recognition Speech Recognition is a special way, its purpose is not voice recognition, Who identification but said that the voice signal from extracting personal characteristics. Vector quantization (VQ) can avoid the difficulties subparagraph voice to the issues and the whole time, and as a means of data compression system can significantly reduce the required data storage capacity. This paper presents a selection of identifiers employ Cepstrum parameters and the application of VQ speaker recognition system to improve a side France. When training for the amount of data is smaller, rehabilitation Cepstrum be relatively stable recognition performance. VQ improved ways to avoid the speech recognition system of training and the use of the difference in time, resulting in excessive sys
Date : 2025-12-23 Size : 23kb User : 张开

常用的说话人识别方法有模板匹配法、统计建模法、联接主义法(即人工神经网络实现)。考虑到数据量、实时性以及识别率的问题,采用基于矢量量化和隐马尔可夫模型(HMM)相结合的方法。   说话人识别的系统主要由语音特征矢量提取单元(前端处理)、训练单元、识别单元和后处理单元组成, -Commonly used methods of speaker recognition template matching method, statistical modeling method, and connection method (ie, artificial neural networks). Taking into account the amount of data, real-time as well as the recognition rate of the problem, based on vector quantization and Hidden Markov Model (HMM) method of combining. Speaker recognition system mainly by the voice feature vector extraction unit (front-end treatment), training modules, identification and post-treatment unit modules,
Date : 2025-12-23 Size : 63kb User : 孙丽

Source code for speaker recognition
Date : 2025-12-23 Size : 3kb User : akash

是清华大学的一位博士后做的关于说话人识别的报告,对于说话人识别的内容总结的很详细。-Tsinghua University, a post-doctoral do the report on Speaker Recognition, Speaker Recognition for the contents of the summary of very detailed.
Date : 2025-12-23 Size : 375kb User : 张艺

BioSec Multimodal Biometric Database in Text-Dependent Speaker Recognition
Date : 2025-12-23 Size : 211kb User : asxz

This PDF describes speaker recognition. It s about theoretical digital sound analizing
Date : 2025-12-23 Size : 831kb User : Rufina

HMM语音识别,文本相关或文本无关均使用的说话人模型-HMM speech recognition, text-related or text-independent speaker model are used
Date : 2025-12-23 Size : 758kb User : vivilau

Automatic Speech and Speaker Recognition
Date : 2025-12-23 Size : 2.14mb User : UltraMaster

采用增减特征分量的方法研究了MFCC 各维倒谱分量对说话人识别和语音识别的贡献-Changes in characteristics of components using the method of the MFCC cepstrum of each dimensional component of the speaker recognition and speech recognition of the contribution
Date : 2025-12-23 Size : 273kb User : 黄新

Speech and Speaker Recognition Evaluation ebook
Date : 2025-12-23 Size : 1.16mb User : Do Toan

Speaker Recognition using matlab
Date : 2025-12-23 Size : 142kb User : Kal

说话人识别很好的参考文档,是GMM搭建说话人识别系统的入门教程-Speaker Recognition good reference document, GMM build the speaker recognition system Tutorial
Date : 2025-12-23 Size : 566kb User : shone

A Hybrid GMM-SVM System for text independent speaker Recognition Sytem
Date : 2025-12-23 Size : 321kb User : Ngo Huy

This project gives the design of control system and speaker recognition code using matlab. Matlab’s straightforward programming interface makes it an ideal tool for speech analysis projects. For the current project, experience was gained in general matlab programming and the design of control system. A basic speaker recognition algorithm has been written to sort through a rule base in matlab and choose the one most likely match based on the pre define time frame of the speech utterance.
Date : 2025-12-23 Size : 183kb User : pingu

这是matlab环境下得语音识别系统的详细说明,主要针对说话人识别,对入门者来说非常实用-This is a detailed description of a speech recognition system in Matlab environment mainly for speaker recognition, very useful for beginners
Date : 2025-12-23 Size : 1.21mb User : 潘海琦

基于MATLAB环境下的GMM建模的程序代码,可用于说话人识别系统-Can be used for speaker recognition system based on the the GMM modeling program code in the MATLAB environment,
Date : 2025-12-23 Size : 238kb User : 温俊荣

speaker recognition project-speaker recognition project
Date : 2025-12-23 Size : 224kb User : mohamed ayman

Speaker Recognition using matlab,
Date : 2025-12-23 Size : 322kb User : nihal

MFCC PROGRAM FOR SPEAKER RECOGNITION
Date : 2025-12-23 Size : 1kb User : vishalkkpse

在语音辨识(Speech Recognition)和语者辨识(Speaker Recognition)方面,最常用到的语音特征就是「梅尔倒频谱系数」(Mel-scale Frequency Cepstral Coefficients,简称MFCC),此参数考虑到人耳对不同频率的感受程度,因此特别适合用在语音辨识。
Date : 2025-12-23 Size : 1kb User : 温睿潜
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