Creating a Handwriting Recognition Corpus for Bushman Languages
Williams, Kyle and Hussein Suleman (2011) Creating a Handwriting Recognition Corpus for Bushman Languages. In Xing, Chunxiao, Fabio Crestani and Andreas Rauber, Eds. Proceedings 13th International Conference on Asia-Pacific Digital Libraries, pages 222-231, Beijing, P.R. China.
Handwriting recognition systems rely on the existence of a corpus for training recognition models and evaluating accuracy. Creating a handwriting recognition corpus for the Bushman languages of southern Africa is difficult due to the complexities of the script used to represent them and the fact that this script cannot be represented using Unicode. To solve this problem, a semi-automatic Web-based tool was developed to segment, capture and encode the Bushman text. A case study demonstrated how the tool could be used to create a Bushman handwriting corpus with few errors.
|EPrint Type:||Conference Paper|
|Keywords:||Corpus creation, transcription, digital libraries|
|Subjects:||I Computing Methodologies: I.7 DOCUMENT AND TEXT PROCESSING|
H Information Systems: H.0 GENERAL
|Deposited By:||Williams, Kyle Mark|
|Deposited On:||18 November 2011|