NeMo Punctuation and Capitalisation service RSDO-DS2-P&C-API 1.0

  Authors

Lebar Bajec, Iztok ; Bajec, Marko and Bajec, Žan

  Item identifier

http://hdl.handle.net/11356/1738

 Project URL

https://github.com/clarinsi/Slovene_punctuator

 Referenced by

https://rsdo.slovenscina.eu/en/speech-technologies

 Date issued

2022-12-01

 Type

toolService

 Description

Punctuation and Capitalisation service for NeMo models. For more details about building such models, see the official NVIDIA NeMo documentation (https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/stable/nlp/punctuation_and_capitalization.html) and NVIDIA NeMo GitHub (https://github.com/NVIDIA/NeMo). A model for punctuation and capitalisation restoration in lowercased non-punctuated Slovene text can be downloaded from http://hdl.handle.net/11356/1735. The service accepts as input either a single string or list of strings for which punctuation and capitalisation should be restored. The result will be in the same format as the request, either a single string or list of strings. The maximal accepted text length is 5000c. Note that punctuation and capitalization of one 5000c text block on cpu will take advantage of all available cores and may take ~30s (on a system with 24 vCPU). See the service README.md for further details.

 Publisher

Faculty of Computer and Information Science, University of Ljubljana

 Acknowledgement

Ministry of Culture C3340-20-278001 "Development of Slovene in a Digital Environment"

 Subject(s)

punctuation capitalisation NeMo service

 Collection(s)

CLARIN.SI data & tools

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