Open Source Speech and Language Resources for Frisian

被引：7

作者：

Yilmaz, Emre ^{[1
]}

van den Heuvel, Henk ^{[1
]}

Dijkstra, Jelske ^{[2
]}

Van de Velde, Hans ^{[2
]}

Kampstra, Frederik ^{[3
]}

Algra, Jouke ^{[3
]}

Van Leeuwen, David ^{[1
]}

机构：

[1] Radboud Univ Nijmegen, CLS CLST, Nijmegen, Netherlands

[2] Fryske Akad, Leeuwarden, Netherlands

[3] Omrop Fryslan, Leeuwarden, Netherlands

来源：

17TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2016), VOLS 1-5: UNDERSTANDING SPEECH PROCESSING IN HUMANS AND MACHINES | 2016年

关键词：

Open source; Frisian language; speech data; automatic speech recognition; RECOGNITION; CORPUS;

D O I：

10.21437/Interspeech.2016-48

中图分类号：

O42 [声学];

学科分类号：

070206 ; 082403 ;

摘要：

In this paper, we present several open source speech and language resources for the under-resourced Frisian language. Frisian is mostly spoken in the province of Fryslan which is located in the north of the Netherlands. The native speakers of Frisian are Frisian-Dutch bilingual and often code-switch in daily conversations. The resources presented in this paper include a code-switching speech database containing radio broadcasts, a phonetic lexicon with more than 70k words and a language model trained on a text corpus with more than 38M words. With this contribution, we aim to share the Frisian resources we have collected in the scope of the FAME! project, in which a spoken document retrieval system is built for the disclosure of the regional broadcaster's radio archives. These resources enable research on code-switching and longitudinal speech and language change. Moreover, a sample automatic speech recognition (ASR) recipe for the Kaldi toolkit will also be provided online to facilitate the Frisian ASR research.

引用

页码：1536 / 1540

页数：5

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