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Automatically Recognising European Portuguese Children's Speech

机译:自动识别欧洲葡萄牙语儿童的语音

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摘要

This paper reports findings from an analysis of errors made by an automatic speech recogniser trained and tested with 3-10-year-old European Portuguese children's speech. We expected and were able to identify frequent pronunciation error patterns in the children's speech. Furthermore, we were able to correlate some of these pronunciation error patterns and automatic speech recognition errors. The findings reported in this paper are of phonetic interest but will also be useful for improving the performance of automatic speech recognisers aimed at children representing the target population of the study.
机译:本文报告了对经过自动语音识别器错误处理的分析结果,该自动语音识别器经过3-10岁欧洲葡萄牙语儿童语音训练和测试。我们期望并能够识别儿童语音中常见的发音错误模式。此外,我们能够将其中一些发音错误模式与自动语音识别错误相关联。本文报道的发现具有语音意义,但也将有助于提高针对代表研究目标人群的儿童的自动语音识别器的性能。

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