Speech Recognition for Brazilian Portuguese using the Spoltech and OGI-22 Corpora

Patrick Silva, Nelson Neto, A. Klautau, Andre Gustavo Adami, I. Trancoso
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引用次数: 6

Abstract

Speech processing is a data-driven technology that relies on public corpora and associated resources. In contrast to languages such as English, there are few resources for Brazilian Portuguese (BP). This work describes efforts toward decreasing such gap and presents systems for speech recognition in BP using two public corpora: Spoltech and OGI-22. The following resources are made available: ATK and HTK scripts, pronunciation dictionary, language and acoustic models. The work discusses thebaselineresults obtained with these resources. Keywords— Speech recognition, Brazilian Portuguese, HMMs, pronunciation dictionary.
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使用Spoltech和OGI-22语料库的巴西葡萄牙语语音识别
语音处理是一种数据驱动的技术,它依赖于公共语料库和相关资源。与英语等语言相比,巴西葡萄牙语(BP)的资源很少。这项工作描述了减少这种差距的努力,并使用两个公共语料库:Spoltech和OGI-22提出了BP语音识别系统。提供以下资源:ATK和HTK文字、发音字典、语言和声学模型。本文讨论了利用这些资源获得的基线结果。关键词:语音识别,巴西葡萄牙语,hmm,发音字典。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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