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This is a simple Tensorflow based multi-task tagger that tags Welsh sentences with both semantic parts-of-speech (POS) and semantic (SEM) tags. The work is part of the The CorCenCC (Corpws Cenedlaethol Cymraeg Cyfoes – the National Corpus of Contemporary Welsh) project.
I gyd-fynd a'r Hacio'r Iaith bach 2020, dyma amgylchedd ac enghreifftiau syml o ddefnyddio modelau DeepSpeech Cymraeg techiaith ar gyfer trawsgrifio fideos YouTube.
Cod hwyluso alinio testunau gyda hunalign a dogfennaeth ar sut i ddefnyddio LFAligner // Code for simplifying aligning texts with hunalign and documentation for LFAligner
Mathematical Approaches to Machine Translation: An investigation into the methods and fundamentals of Machine Translation with their applications used in the construction of simple machine translators.
Cod cyd fynd a wythnos mireinio XLSR Facebook gyda HuggingFace ar gyfer y Gymraeg / Code for fine tuning Facebook XLSR models with HuggingFace for Welsh
Llyfrgell Python ac offer gorchymyn llinell ar gyfer lawrwlytho cofion cyfieithu o gwasanaeth API Archgof | Python client library and CLI for downloading translation memories from the Archgof API service.
Gweinydd gwasanaeth atgyweirio priflythrennau ac atalnodi o fewn testunau Cymraeg // Capitalization and Punctuation restoration for Welsh language texts
Corpws brawddegau CC0 ar gyfer promptiau adnabod lleferydd Cymraeg // A corpus of CC0 licensed sentences as prompts for Welsh speech recognition training
Gweinydd syml ar gyfer ddarparu gwasanaeth API at modelau adnabod lleferydd DeepSpeech // Simple server for providing API access to DeepSpeech speech recognition models.
Cod ar gyfer 'Macsen' - prototeip o gynorthwyydd digidol Cymraeg i'r Raspberry Pi // Code for 'Macsen' - a prototype Welsh language digital assistant for the Raspberry Pi
A collection of surface-level natural language processing tools for Welsh, written in Python. Includes: text segmenter; sentence splitter; tokeniser; part-of-speech (POS) tagger.