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The Albayzin 2008 Language Recognition Evaluation

机译:Albayzin 2008语言识别评估

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摘要

The Albayzin 2008 Language Recognition Evaluation was held from May to October 2008, and their results presented and discussed among the participating teams at the 5th Biennial Workshop on Speech Technology f 1], organized by the Spanish Network on Speech Technologies [2] in November 2008. In this paper, we present (for the first time) a full description of the Albayzin 2008 LRE and analyze and discuss recognition results. The evaluation was designed according to the test procedures, protocols and performance measures used in the NIST 2007 LRE. The KALAKA database [3], consisting of 16 kHz audio signals recorded from TV broadcasts, was created ad-hoc and used for the evaluation. The four official languages spoken in Spain (Basque, Catalan, Galician and Spanish) were taken as target languages, other {unknown) languages being also recorded to allow open-set verification tests. The best system, employing state-of-the-art technology, yielded Cavg = 0,0552 (around 5% EER) in closed-set verification tests on a set of 30-second segments. This reveals the difficulty of the task, despite using 16 kHz speech signals and having only four target languages. We plan to include also Portuguese and English as target languages for the next Albayzin 2010 LRE.
机译:2008年5月至10月举行了Albayzin 2008语言识别评估,其结果在由西班牙语音技术网络[2]于2008年11月举行的第五届语音技术双年度研讨会[1]上进行了介绍和讨论。在本文中,我们(首次)对Albayzin 2008 LRE进行了完整描述,并分析和讨论了识别结果。评估是根据NIST 2007 LRE中使用的测试程序,协议和性能指标设计的。临时创建了KALAKA数据库[3],该数据库包含从电视广播中录制的16 kHz音频信号,并用于评估。目标语言是西班牙使用的四种官方语言(巴斯克语,加泰罗尼亚语,加利西亚语和西班牙语),其他(未知)语言也被记录下来以进行开放式验证测试。最好的系统采用最先进的技术,在一组30秒的分段的封闭式验证测试中得出Cavg = 0,0552(约5%EER)。尽管使用了16 kHz语音信号并且只有四种目标语言,但这仍然显示了任务的难度。我们计划还将葡萄牙语和英语作为下一个Albayzin 2010 LRE的目标语言。

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  • 会议地点 Brno(CS)
  • 作者单位

    Software Technologies Working GroupFaculty of Science and Technology, University of the Basque Country Barrio Sarriena s, 48940 Leioa, Spain;

    Software Technologies Working GroupFaculty of Science and Technology, University of the Basque Country Barrio Sarriena s, 48940 Leioa, Spain;

    Software Technologies Working GroupFaculty of Science and Technology, University of the Basque Country Barrio Sarriena s, 48940 Leioa, Spain;

    Software Technologies Working GroupFaculty of Science and Technology, University of the Basque Country Barrio Sarriena s, 48940 Leioa, Spain;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 语音信号处理;
  • 关键词

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