Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific最新文献_第6页

Topic model allocation of conversational dialogue records by Latent Dirichlet Allocation 基于潜在狄利克雷分配的会话对话记录主题模型分配

Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific Pub Date : 2014-12-01 DOI: 10.1109/APSIPA.2014.7041546

Jui-Feng Yeh, C. Lee, Yi-Shiuan Tan, Liang-Chih Yu

{"title":"Topic model allocation of conversational dialogue records by Latent Dirichlet Allocation","authors":"Jui-Feng Yeh, C. Lee, Yi-Shiuan Tan, Liang-Chih Yu","doi":"10.1109/APSIPA.2014.7041546","DOIUrl":"https://doi.org/10.1109/APSIPA.2014.7041546","url":null,"abstract":"The topic information of conversational content is important for continuation with communication, so topic detection and tracking is one of important research. Due to there are many topic transform occurring frequently in long time communication, and the conversation maybe have many topics, so it's important to detect different topics in conversational content. This paper detects topic information by using agglomerative clustering of utterances and Dynamic Latent Dirichlet Allocation topic model, uses proportion of verb and noun to analyze similarity between utterances and cluster all utterances in conversational content by agglomerative clustering algorithm. The topic structure of conversational content is friability, so we use speech act information and gets the hypernym information by E-HowNet that obtains robustness of word categories. Latent Dirichlet Allocation topic model is used to detect topic in file units, it just can detect only one topic if uses it in conversational content, because of there are many topics in conversational content frequently, and also uses speech act information and hypernym information to train the latent Dirichlet allocation models, then uses trained models to detect different topic information in conversational content. For evaluating the proposed method, support vector machine is developed for comparison. According to the experimental results, we can find the proposed method outperforms the approach based on support vector machine in topic detection and tracking in spoken dialogue.","PeriodicalId":231382,"journal":{"name":"Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115754286","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: 10

Learning visual co-occurrence with auto-encoder for image super-resolution 学习视觉共现与自编码器的图像超分辨率

Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific Pub Date : 2014-12-01 DOI: 10.1109/APSIPA.2014.7041671

Yudong Liang, Jinjun Wang, Shizhou Zhang, Yihong Gong

引用次数: 5

Improved cross-layer cooperative MAC protocol for wireless ad hoc networks 改进的无线自组织网络跨层协作MAC协议

Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific Pub Date : 2014-12-01 DOI: 10.1109/APSIPA.2014.7041716

Quang-Trung Hoang, X. Tran

引用次数: 9

Multi-block dependency based watermarking scheme for binary-text image authentication 基于多块依赖的二进制文本图像认证水印方案

Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific Pub Date : 2014-12-01 DOI: 10.1109/APSIPA.2014.7041611

Fan Chen, Yao Qin, Hongjie He

引用次数: 1

A clustering analysis of Chinese consonants based on functional load 基于功能负荷的汉语辅音聚类分析

Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific Pub Date : 2014-12-01 DOI: 10.1109/APSIPA.2014.7041637

Bin Wu, Jinsong Zhang, Yanlu Xie

引用次数: 7

Quality-based channel selection in multi-channel radio-over-fiber system 多通道光纤无线通信系统中基于质量的信道选择

Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific Pub Date : 2014-12-01 DOI: 10.1109/APSIPA.2014.7041690

Withawat Tangtrongpairoj, T. Higashino, M. Okada

引用次数: 0

A narrowband active noise control system with frequency mismatch compensation 带频率失配补偿的窄带主动噪声控制系统

Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific Pub Date : 2014-12-01 DOI: 10.1109/APSIPA.2014.7041689

Jinwei Sun, Fei Ma, Boyan Huang, Liang Wen

引用次数: 2

An automatic input protocol recommendation method for tailored switch-to-speech communication aid systems 一种用于定制切换语音通信辅助系统的自动输入协议推荐方法

Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific Pub Date : 2014-12-01 DOI: 10.1109/APSIPA.2014.7041638

Fuming Fang, T. Shinozaki, Takao Kobayashi

{"title":"An automatic input protocol recommendation method for tailored switch-to-speech communication aid systems","authors":"Fuming Fang, T. Shinozaki, Takao Kobayashi","doi":"10.1109/APSIPA.2014.7041638","DOIUrl":"https://doi.org/10.1109/APSIPA.2014.7041638","url":null,"abstract":"A switch-to-speech interface can provide a means of interactive communication as a support system for people with disabilities with voluntary movements. Any motion of a part of the body, such as eye movements, can be used for the switch input. The number of possible switch operations varies from person to person, but the bandwidth is generally quite limited. Therefore, efficient input protocols are needed to map the switch operations to pronunciations. Meanwhile, the protocol must be easily learnable so that anyone can use it. To this end, we propose a protocol recommendation method that can accept individual requirements in switch operations. This method suggests a customized protocol for each user of the interface that is both speedy to enter and easy to remember. The two main ideas in the protocol design are utilizing the knowledge about the alphabet table that everyone already knows and improving the input speed and learnability by allowing ambiguity in the switch to pronunciation conversion. The conversion errors due to the ambiguity are offset by an N-gram language model. The performance of the protocols was evaluated through simulations and the measured values obtained from research participants, and the advantage of the proposed method is shown.","PeriodicalId":231382,"journal":{"name":"Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126306398","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: 2

Unsupervised speaker adaptation of DNN-HMM by selecting similar speakers for lecture transcription 通过选择相似的演讲者进行演讲转录的DNN-HMM的无监督演讲者自适应

Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific Pub Date : 2014-12-01 DOI: 10.1109/APSIPA.2014.7041567

M. Mimura, Tatsuya Kawahara

引用次数: 6

Constrained design of FIR filters with sparse coefficients 稀疏系数FIR滤波器的约束设计

Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific Pub Date : 2014-12-01 DOI: 10.1109/APSIPA.2014.7041561

Ryo Matsuoka, T. Baba, M. Okuda

引用次数: 3