发布求助
文献互助 智能选刊 最新文献

Nonlinear Signal and Image Processing最新文献

筛选
英文 中文
A recurrent neural network speech predictor based on dynamical systems approach 基于动态系统方法的递归神经网络语音预测器
Nonlinear Signal and Image Processing Pub Date : 2000-04-01 DOI: 10.1049/IP-VIS:20000192
E. Varoglu, K. Hacioglu
{"title":"A recurrent neural network speech predictor based on dynamical systems approach","authors":"E. Varoglu, K. Hacioglu","doi":"10.1049/IP-VIS:20000192","DOIUrl":"https://doi.org/10.1049/IP-VIS:20000192","url":null,"abstract":"A nonlinear predictive model of speech, based on the method of time delay reconstruction, is presented and approximated using a fully connected recurrent neural network (RNN) followed by a linear combiner. This novel combination of the well established approaches for speech analysis and synthesis is compared with traditional techniques within a unified framework to illustrate the advantages of using an RNN. Extensive simulations are carried out to justify the expectations. Specifically, the network's robustness to the selection of reconstruction parameters, the embedding time delay and dimension, is intuitively discussed and experimentally verified. In all cases, the proposed network was found to be a good solution for both prediction and synthesis.","PeriodicalId":177237,"journal":{"name":"Nonlinear Signal and Image Processing","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2000-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127885340","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Robust spectral estimation based on ARMA model excited by a t-distribution process 基于t分布激励的ARMA模型的鲁棒谱估计
Nonlinear Signal and Image Processing Pub Date : 1900-01-01 DOI: 10.11501/2964717
J. Sanubari
{"title":"Robust spectral estimation based on ARMA model excited by a t-distribution process","authors":"J. Sanubari","doi":"10.11501/2964717","DOIUrl":"https://doi.org/10.11501/2964717","url":null,"abstract":"","PeriodicalId":177237,"journal":{"name":"Nonlinear Signal and Image Processing","volume":"13 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125638683","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：604180095
Book学术官方微信