Coarse Classification Based on KL Discreminant Information for Speech Recognition

Zhan Puming; Lu Dajin & Wang Zuoying

您当前的位置：

首页 >

文章列表页 >

Coarse Classification Based on KL Discreminant Information for Speech Recognition

更新时间：2025-12-08

- Coarse Classification Based on KL Discreminant Information for Speech Recognition
- Acta Electronica Sinica Issue 4, Pages: 1-6(1993)
- 作者机构：
  
  1. 青华大学电子工程系
  2. 青华大学电子工程系北京 100084
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：1993
- 稿件说明：
移动端阅览
[1]战普明,陆大jin,王作英.基于KL鉴别信息的语音识别粗分类[J].电子学报,1993(04):1-6.

Zhan Puming, Lu Dajin & Wang Zuoying. Coarse Classification Based on KL Discreminant Information for Speech Recognition[J]. Acta Electronica Sinica, 1993, (4): 1-6.
[1]战普明,陆大jin,王作英.基于KL鉴别信息的语音识别粗分类[J].电子学报,1993(04):1-6. DOI：

Zhan Puming, Lu Dajin & Wang Zuoying. Coarse Classification Based on KL Discreminant Information for Speech Recognition[J]. Acta Electronica Sinica, 1993, (4): 1-6. DOI：

摘要

本文用修正的隐Markov模型的KL鉴别信息作为失真测度进行语音识别粗分类。文中证明了分类方法的可行性

给出了分类算法

实验研究了分类的正确率与子集间交叠率的关系。

Abstract

In this paper

KL discreminant information of the modified Hidden Markov Model is proposed as a distortion measure for coarse classification in speech recognition. The feasibility of the classification method is proved

the clustering algorithm is given. The relationship between the rate of correct classification and the subset overlaping rate is shown in the experiments.

关键词

Keywords

references

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Hybrid Networks of Neural Nets and Hidden Markov Models Applied to Speech Recognition

An In-Vehicle Interaction Speech Enhancement and Recognition Method Based on Lightweight Models in Complex Environment

Research on Feature Selection Based on Hybrid Evolutionary Algorithm

Regionalized Decision Algorithm for Human-Machine Shared Control Based on Gaussian Hidden Markov Model

Research on Time-Serial Location Data Publication Based on Local Differential Privacy

Related Author

Li Weiying

Yi Kechu

Hu Zheng

LIAN Xiao-yu

XIA Nan

DAI Gao-le

YANG Hong-qin

GAO Hui-min

Related Institution

Dept. of Information Engineering, Xidian University

School of Information Science and Engineering， Dalian Ploytechnic University

School of Artificial Intelligence， Jilin University

School of Artificial Intelligence， Hebei University of Technology

Tianjin Key Laboratory of Autonomous Intelligence Technology and Systems, Tiangong University

⁰