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International Conference on Text, Speech and Dialogue最新文献

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The Influence of Dataset Partitioning on Dysfluency Detection Systems 数据集划分对非流利性检测系统的影响
International Conference on Text, Speech and Dialogue Pub Date : 2022-06-07 DOI: 10.1007/978-3-031-16270-1_35
S. Bayerl, Dominik Wagner, E. Nöth, T. Bocklet, K. Riedhammer
{"title":"The Influence of Dataset Partitioning on Dysfluency Detection Systems","authors":"S. Bayerl, Dominik Wagner, E. Nöth, T. Bocklet, K. Riedhammer","doi":"10.1007/978-3-031-16270-1_35","DOIUrl":"https://doi.org/10.1007/978-3-031-16270-1_35","url":null,"abstract":"","PeriodicalId":358274,"journal":{"name":"International Conference on Text, Speech and Dialogue","volume":"203 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116626971","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: 8
Unified Modeling of Multi-Domain Multi-Device ASR Systems 多域多设备ASR系统的统一建模
International Conference on Text, Speech and Dialogue Pub Date : 2022-05-13 DOI: 10.48550/arXiv.2205.06655
Soumyajit Mitra, Swayambhu Nath Ray, Bharat Padi, Raghavendra Bilgi, Harish Arsikere, Shalini Ghosh, A. Srinivasamurthy, S. Garimella
{"title":"Unified Modeling of Multi-Domain Multi-Device ASR Systems","authors":"Soumyajit Mitra, Swayambhu Nath Ray, Bharat Padi, Raghavendra Bilgi, Harish Arsikere, Shalini Ghosh, A. Srinivasamurthy, S. Garimella","doi":"10.48550/arXiv.2205.06655","DOIUrl":"https://doi.org/10.48550/arXiv.2205.06655","url":null,"abstract":"Modern Automatic Speech Recognition (ASR) systems often use a portfolio of domain-specific models in order to get high accuracy for distinct user utterance types across different devices. In this paper, we propose an innovative approach that integrates the different per-domain per-device models into a unified model, using a combination of domain embedding, domain experts, mixture of experts and adversarial training. We run careful ablation studies to show the benefit of each of these innovations in contributing to the accuracy of the overall unified model. Experiments show that our proposed unified modeling approach actually outperforms the carefully tuned per-domain models, giving relative gains of up to 10% over a baseline model with negligible increase in the number of parameters.","PeriodicalId":358274,"journal":{"name":"International Conference on Text, Speech and Dialogue","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128978239","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: 0
Linguistic Resources Construction: Towards Disfluency Processing in Spontaneous Tunisian Dialect Speech 语言资源建构:朝向自发性突尼斯方言言语的不流畅加工
International Conference on Text, Speech and Dialogue Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-27947-9_27
Emna Boughariou, Younés Bahou, Lamia Hadrich Belguith
{"title":"Linguistic Resources Construction: Towards Disfluency Processing in Spontaneous Tunisian Dialect Speech","authors":"Emna Boughariou, Younés Bahou, Lamia Hadrich Belguith","doi":"10.1007/978-3-030-27947-9_27","DOIUrl":"https://doi.org/10.1007/978-3-030-27947-9_27","url":null,"abstract":"","PeriodicalId":358274,"journal":{"name":"International Conference on Text, Speech and Dialogue","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116075521","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: 3
The TransBank Aligner: Cross-Sentence Alignment with Deep Neural Networks 跨银行对齐器:用深度神经网络进行跨句子对齐
International Conference on Text, Speech and Dialogue Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-27947-9_16
Ahmad Aghaebrahimian, M. Ustaszewski, A. Stauder
{"title":"The TransBank Aligner: Cross-Sentence Alignment with Deep Neural Networks","authors":"Ahmad Aghaebrahimian, M. Ustaszewski, A. Stauder","doi":"10.1007/978-3-030-27947-9_16","DOIUrl":"https://doi.org/10.1007/978-3-030-27947-9_16","url":null,"abstract":"","PeriodicalId":358274,"journal":{"name":"International Conference on Text, Speech and Dialogue","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129387090","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
Spoken Language Identification Using Language Bottleneck Features 基于语言瓶颈特征的口语识别
International Conference on Text, Speech and Dialogue Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-27947-9_32
Malo Grisard, P. Motlícek, Wissem Allouchi, Michael Baeriswyl, Alexandros Lazaridis, Qingran Zhan
{"title":"Spoken Language Identification Using Language Bottleneck Features","authors":"Malo Grisard, P. Motlícek, Wissem Allouchi, Michael Baeriswyl, Alexandros Lazaridis, Qingran Zhan","doi":"10.1007/978-3-030-27947-9_32","DOIUrl":"https://doi.org/10.1007/978-3-030-27947-9_32","url":null,"abstract":"","PeriodicalId":358274,"journal":{"name":"International Conference on Text, Speech and Dialogue","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129146319","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
Explicit and Implicit Discourse Relations in the Prague Discourse Treebank 布拉格语篇树库中的显性和隐性语篇关系
International Conference on Text, Speech and Dialogue Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-27947-9_20
Sárka Zikánová, Jirí Mírovský, Pavlína Synková
{"title":"Explicit and Implicit Discourse Relations in the Prague Discourse Treebank","authors":"Sárka Zikánová, Jirí Mírovský, Pavlína Synková","doi":"10.1007/978-3-030-27947-9_20","DOIUrl":"https://doi.org/10.1007/978-3-030-27947-9_20","url":null,"abstract":"","PeriodicalId":358274,"journal":{"name":"International Conference on Text, Speech and Dialogue","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122707715","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
On Practical Aspects of Multi-condition Training Based on Augmentation for Reverberation-/Noise-Robust Speech Recognition 基于增强的多条件训练在混响/噪声鲁棒语音识别中的应用
International Conference on Text, Speech and Dialogue Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-27947-9_21
J. Málek, J. Zdánský
{"title":"On Practical Aspects of Multi-condition Training Based on Augmentation for Reverberation-/Noise-Robust Speech Recognition","authors":"J. Málek, J. Zdánský","doi":"10.1007/978-3-030-27947-9_21","DOIUrl":"https://doi.org/10.1007/978-3-030-27947-9_21","url":null,"abstract":"","PeriodicalId":358274,"journal":{"name":"International Conference on Text, Speech and Dialogue","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127295422","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: 5
Question-Answering Dialog System for Large Audiovisual Archives 大型音像档案问答对话系统
International Conference on Text, Speech and Dialogue Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-27947-9_33
Adam Chýlek, L. Smídl, J. Svec
{"title":"Question-Answering Dialog System for Large Audiovisual Archives","authors":"Adam Chýlek, L. Smídl, J. Svec","doi":"10.1007/978-3-030-27947-9_33","DOIUrl":"https://doi.org/10.1007/978-3-030-27947-9_33","url":null,"abstract":"","PeriodicalId":358274,"journal":{"name":"International Conference on Text, Speech and Dialogue","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127416607","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
A Comparison of Hybrid and End-to-End Models for Syllable Recognition 混合和端到端音节识别模型的比较
International Conference on Text, Speech and Dialogue Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-27947-9_30
Sebastian P. Bayerl, K. Riedhammer
{"title":"A Comparison of Hybrid and End-to-End Models for Syllable Recognition","authors":"Sebastian P. Bayerl, K. Riedhammer","doi":"10.1007/978-3-030-27947-9_30","DOIUrl":"https://doi.org/10.1007/978-3-030-27947-9_30","url":null,"abstract":"","PeriodicalId":358274,"journal":{"name":"International Conference on Text, Speech and Dialogue","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126869493","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
A Self-organizing Feature Map for Arabic Word Extraction 用于阿拉伯语词提取的自组织特征映射
International Conference on Text, Speech and Dialogue Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-27947-9_11
Hassina Bouressace, J. Csirik
{"title":"A Self-organizing Feature Map for Arabic Word Extraction","authors":"Hassina Bouressace, J. Csirik","doi":"10.1007/978-3-030-27947-9_11","DOIUrl":"https://doi.org/10.1007/978-3-030-27947-9_11","url":null,"abstract":"","PeriodicalId":358274,"journal":{"name":"International Conference on Text, Speech and Dialogue","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121970976","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
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