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A confidence based tree structured decoder for private automatic branch exchange

机译:用于私有自动分支交换的基于置信度的树状结构解码器

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摘要

High performance voice controlled Private Automatic Branch Exchange (PABX) is a difficult task to achieve, especially when users are not required to follow a rigid speaking format. By incorporating hierarchical confidence measures into a tree structured PABX decoder, the keyword accuracy is increased from 89.86percent to 92.63percent. Further improvement is made by a confidence measure based postprocessor, which rejects 5.68percent of all testing utterances and improves the accuracy to 97.18percent.
机译:高性能语音控制的专用自动分支交换(PABX)是一项艰巨的任务,尤其是在不需要用户遵循严格的讲话格式的情况下。通过将分层置信度度量合并到树形结构的PABX解码器中,关键字的准确性从89.86%提高到92.63%。基于置信度度量的后处理程序进一步改进了该功能,它拒绝了所有测试话语的5.68%,并将准确性提高到97.18%。

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