多通道室内噪声数据库设计，用于噪声环境下的语音处理

2017 20th Conference of the Oriental Chapter of the International Coordinating Committee on Speech Databases and Speech I/O Systems and Assessment (O-COCOSDA) Pub Date : 2017-11-01 DOI:10.1109/ICSDA.2017.8384418

Kwang Myung Jeon, Nam Kyun Kim, Moon Ju Jo, H. Kim

{"title":"多通道室内噪声数据库设计，用于噪声环境下的语音处理","authors":"Kwang Myung Jeon, Nam Kyun Kim, Moon Ju Jo, H. Kim","doi":"10.1109/ICSDA.2017.8384418","DOIUrl":null,"url":null,"abstract":"An indoor noise database is essential for development and assessment of distant speech recognition systems operating in indoor environments. This paper proposes a multi-channel indoor noise database. Each noise signal in the proposed database was recorded using a four-channel linear microphone array located in one corner of a living room in a condominium. Noise sources were generated either by physical actions or loudspeakers at various positions inside the condominium, including five different TV contents and 28 indoor noise sources categorized as repeated, stationary, or moving during the database recording. The indoor noise database was then verified by measuring a direction of arrival for each recorded noise source, which showed that the proposed database was suitable for developing and evaluating multi-channel speech processing algorithms in noisy indoor environments.","PeriodicalId":255147,"journal":{"name":"2017 20th Conference of the Oriental Chapter of the International Coordinating Committee on Speech Databases and Speech I/O Systems and Assessment (O-COCOSDA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Design of multi-channel indoor noise database for speech processing in noise\",\"authors\":\"Kwang Myung Jeon, Nam Kyun Kim, Moon Ju Jo, H. Kim\",\"doi\":\"10.1109/ICSDA.2017.8384418\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"An indoor noise database is essential for development and assessment of distant speech recognition systems operating in indoor environments. This paper proposes a multi-channel indoor noise database. Each noise signal in the proposed database was recorded using a four-channel linear microphone array located in one corner of a living room in a condominium. Noise sources were generated either by physical actions or loudspeakers at various positions inside the condominium, including five different TV contents and 28 indoor noise sources categorized as repeated, stationary, or moving during the database recording. The indoor noise database was then verified by measuring a direction of arrival for each recorded noise source, which showed that the proposed database was suitable for developing and evaluating multi-channel speech processing algorithms in noisy indoor environments.\",\"PeriodicalId\":255147,\"journal\":{\"name\":\"2017 20th Conference of the Oriental Chapter of the International Coordinating Committee on Speech Databases and Speech I/O Systems and Assessment (O-COCOSDA)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 20th Conference of the Oriental Chapter of the International Coordinating Committee on Speech Databases and Speech I/O Systems and Assessment (O-COCOSDA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSDA.2017.8384418\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 20th Conference of the Oriental Chapter of the International Coordinating Committee on Speech Databases and Speech I/O Systems and Assessment (O-COCOSDA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSDA.2017.8384418","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

摘要

室内噪声数据库对于开发和评估在室内环境中运行的远程语音识别系统至关重要。本文提出了一种多通道室内噪声数据库。该数据库中的每个噪声信号都是使用位于公寓客厅一角的四通道线性麦克风阵列记录的。噪声源是由身体活动或公寓内不同位置的扬声器产生的，包括5种不同的电视内容和28种室内噪声源，这些噪声源在数据库记录期间被分类为重复、静止或移动。然后通过测量每个记录噪声源的到达方向对室内噪声数据库进行验证，表明所提出的数据库适合于在嘈杂的室内环境中开发和评估多通道语音处理算法。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Design of multi-channel indoor noise database for speech processing in noise

An indoor noise database is essential for development and assessment of distant speech recognition systems operating in indoor environments. This paper proposes a multi-channel indoor noise database. Each noise signal in the proposed database was recorded using a four-channel linear microphone array located in one corner of a living room in a condominium. Noise sources were generated either by physical actions or loudspeakers at various positions inside the condominium, including five different TV contents and 28 indoor noise sources categorized as repeated, stationary, or moving during the database recording. The indoor noise database was then verified by measuring a direction of arrival for each recorded noise source, which showed that the proposed database was suitable for developing and evaluating multi-channel speech processing algorithms in noisy indoor environments.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2017 20th Conference of the Oriental Chapter of the International Coordinating Committee on Speech Databases and Speech I/O Systems and Assessment (O-COCOSDA)

自引率

0.00%

发文量