Development of Natural Language Processing Tools for Cook Islands Māori
| dc.contributor.author | Coto Solano, R | en_US |
| dc.contributor.author | Nicholas, S | en_US |
| dc.contributor.author | Wray, S | en_US |
| dc.date.available | 2018 | en_US |
| dc.date.issued | 2018 | en_US |
| dc.description.abstract | This paper presents three ongoing projects for NLP in Cook Islands Ma ̄ori: Un- trained Forced Alignment (approx. 9% er- ror when detecting the center of words), automatic speech recognition (37% WER in the best trained models) and automatic part-of-speech tagging (92% accuracy for the best performing model). These new re- sources fill existing gaps in NLP for the language, including gold standard POS- tagged written corpora, transcribed speech corpora, and time-aligned corpora down to the phoneme level. These are part of efforts to accelerate the documentation of Cook Islands Ma ̄ori and to increase its vi- tality amongst its users. | en_US |
| dc.description.confidential | FALSE | en_US |
| dc.format.extent | 26` - 33 | en_US |
| dc.identifier.citation | Proceedings of Australasian Language Technology Association Workshop, 2018, pp. 26` - 33 | en_US |
| dc.identifier.elements-id | 422586 | |
| dc.identifier.harvested | Massey_Dark | |
| dc.identifier.uri | https://hdl.handle.net/10179/14496 | |
| dc.relation.isPartOf | Proceedings of Australasian Language Technology Association Workshop | en_US |
| dc.relation.uri | https://www.aclweb.org/anthology/U18-1003 | en_US |
| dc.title | Development of Natural Language Processing Tools for Cook Islands Māori | en_US |
| dc.type | Conference Paper | |
| pubs.notes | Not known | en_US |
| pubs.organisational-group | /Massey University | |
| pubs.organisational-group | /Massey University/College of Humanities and Social Sciences | |
| pubs.organisational-group | /Massey University/College of Humanities and Social Sciences/School of Humanities, Media & Creative Communication |