Graphical models for integrating syllabic information

Chris D. Bartels; Jeff A. Bilmes

首页> 外文期刊>Computer speech and language >Graphical models for integrating syllabic information

【24h】

Graphical models for integrating syllabic information

机译：用于整合音节信息的图形模型

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

We present graphical model based methodology that enhances a speech recognizer with information about syllabic segmentations. The segmentations are specified by locations of syllable nuclei, and the graphical models are able to consider these locations as "soft" information. The graphs give improved discrimination between speech and noise when compared to a baseline model. When using locations derived from oracle information an overall improvement is shown, and when the oracle syllable nuclei are augmented with information about lexical stress the methods give additional improvements over locations alone.

机译：我们提出了基于图形模型的方法，通过有关音节分割的信息增强了语音识别器。通过音节核的位置来指定分段，并且图形模型能够将这些位置视为“软”信息。与基线模型相比，这些图可改善语音和噪声之间的区别。当使用从甲骨文信息中得出的位置时，将显示出整体的改进，并且当甲骨文音节核中增加了有关词法重音的信息时，这些方法将对单独的位置进行进一步的改进。

著录项

来源
《Computer speech and language》 |2010年第4期|p.685-697|共13页
作者
Chris D. Bartels; Jeff A. Bilmes;
展开▼
作者单位

Department of Electrical Engineering, University of Washington, Seattle, USA;

rnDepartment of Electrical Engineering, University of Washington, Seattle, USA;

展开▼
收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
speech recognition; graphical models; dynamic bayesian networks; syllables;

机译：语音识别;图形模型;动态贝叶斯网络;音节;

相似文献

外文文献
中文文献
专利

1. Integrating approximate single factor graphical models [J] . Fan Xinyan, Fang Kuangnan, Ma Shuangge, Statistics in medicine . 2020,第2期

机译：集成近似单因子图形模型
2. A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models [J] . Beilun Wang, Arshdeep Sekhon, Yanjun Qi JMLR: Workshop and Conference Proceedings . 2018,第3期

机译：一种快速可扩展的联合估计器，用于集成在学习多个相关的稀疏高斯图形模型中的附加知识
3. A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models [J] . Beilun Wang, Arshdeep Sekhon, Yanjun Qi JMLR: Workshop and Conference Proceedings . 2018,第12期

机译：一种快速可扩展的联合估计器，用于集成在学习多个相关的稀疏高斯图形模型中的附加知识
4. Integrating Conditional Random Fields and Joint Multi-gram Model with Syllabic features for Grapheme-to-Phone Conversion [C] . Xiaoxuan Wang, Khe Chai Sim Conference of the International Speech Communication Association . 2013

机译：将条件随机字段和联合多克模型集成，具有标记对话转换的音节特征
5. Graphical models for planning, information integration and decision making. [D] . Tu, Haiying. 2006

机译：用于计划，信息集成和决策的图形模型。
6. A STATISTICAL FRAMEWORK FOR DATA INTEGRATION THROUGH GRAPHICAL MODELS WITH APPLICATION TO CANCER GENOMICS [O] . YUPING ZHANG, ZHENGQING OUYANG, HONGYU ZHAO -1

机译：通过图形模型进行数据整合的统计框架及其在癌症基因组学中的应用
7. Graphical Models for Integrating Syllabic Information [O] . Chris D. Bartels, Jeff A. Bilmes 2009

机译：整合音节信息的图形模型
8. GRAPHICAL INTEGRATIONS OF A TWO-LEVEL MODEL [R] . M. A. Estoque 1956

机译：两级模型的图形积分

Graphical models for integrating syllabic information

摘要

著录项

相似文献

相关主题

期刊订阅