A Markov random field based multi-band model

被引：0

作者：

Gravier, G ^{[1
]}

Sigelle, M ^{[1
]}

Chollet, G ^{[1
]}

机构：

[1] ENST, TSI, F-75634 Paris 13, France

来源：

2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I-VI | 2000年

关键词：

D O I：

暂无

中图分类号：

O42 [声学];

学科分类号：

070206 ; 082403 ;

摘要：

An extension of the multi-band model including inter-band control of time asynchrony is described. It is based on the framework of Markov random fields. The law of the speech process is given by a parametric Gibbs distribution and a maximum likelihood parameter estimation algorithm is developed. This random field model is applied to isolated word recognition. It is shown that similar performances are obtained with the new model and with standard HMM techniques in the mono-band case. In the multi-band case, it is shown that the recognition rate decreases when the number of band is increased but that modeling inter-band synchrony limits the performance decrease.

引用

页码：1619 / 1622

页数：4

共 50 条

[21] Multi-angle and multi-band ISAR fusion imaging based on GTD model
Zhu X.
Liu L.
Hu W.
Guo B.
Shi L.
Zhu H.
Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2023, 45 (03): : 726 - 735
[22] A dual-band infrared fusion ship target extraction method based on Markov Random Field model
Zhao, Tianze
He, Lin
Gao, Kun
Wang, Jing
Lin, Juan
Wang, Guangping
FIFTH SYMPOSIUM ON NOVEL OPTOELECTRONIC DETECTION TECHNOLOGY AND APPLICATION, 2019, 11023
[23] Multi-band image synchronous fusion model based on task-interdependency
Lin S.
Tian S.
Lu X.
Li D.
Wang Y.
Yu D.
Optik, 2024, 311
[24] Detection of small target in infrared images based on multi-band background model
Huang, X
Zhang, JQ
INFRARED COMPONENTS AND THEIR APPLICATIONS, 2005, 5640 : 350 - 357
[25] Light Pollution Index System Model Based on Markov Random Field
Fang, Liangkun
Wu, Zhangjie
Tao, Yuan
Gao, Jinfeng
MATHEMATICS, 2023, 11 (13)
[26] An integrated approach for scene understanding based on Markov Random Field model
Kim, IY
Yang, HS
PATTERN RECOGNITION, 1995, 28 (12) : 1887 - 1897
[27] Poisson image fusion based on Markov random field fusion model
Sun, Jian
Zhu, Hongyan
Xu, Zongben
Han, Chongzhao
INFORMATION FUSION, 2013, 14 (03) : 241 - 254
[28] Markov Random Field Model Based Multimodal Medical Image Registration
Shi, Yonggang
Yuan, Yong
Zhang, Xueping
Liu, Zhiwen
PROCEEDINGS OF 2012 IEEE 11TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP) VOLS 1-3, 2012, : 697 - 702
[29] Tool Wear Image Segmentation Based On Markov Random Field Model
Xiong, Sichang
Dong, Lingping
Wen, Donghui
DIGITAL DESIGN AND MANUFACTURING TECHNOLOGY, PTS 1 AND 2, 2010, 102-104 : 600 - 604
[30] A Novel Markov Random Field Based Deformable Model for Face Recognition
Liao, Shu
Chung, Albert C. S.
2010 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2010, : 2675 - 2682

← 1 2 3 4 5 →