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A survey on structured discriminative spoken keyword spotting

机译:关于结构鉴别口语的调查

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Spoken keyword spotting refers to the detection of all occurrences of desired words in continuous speech utterances. This paper includes a comprehensive review on various spoken keyword spotting (especially discriminative spoken keyword spotting) approaches. The most common datasets and evaluation measures for training and evaluating the spoken keyword spotting systems are reviewed in this paper. Moreover, the main framework for structured discriminative spoken keyword spotting (SDKWS) is presented. Different parts of the SDKWS framework such as feature extraction, model training, search algorithm and thresholding are discussed in this paper. Finally, the paper is concluded in the conclusion section and the future works are presented in the last part of that section.
机译:口头关键词斑点是指在连续语音发声中检测所需单词的所有发生。 本文包括关于各种口语关键字发现的全面审查(特别是鉴别的口语关键字发现)方法。 本文审查了培训和评估了培训和评估的最常用数据集和评估措施。 此外,介绍了结构化辨别性判别关键字斑点(SDKWS)的主要框架。 本文讨论了SDKWS框架的不同部分,如特征提取,模型训练,搜索算法和阈值平衡。 最后,本文在结论部分结束,未来的作品在该部分的最后一部分提出。

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