african-languages

There are 2 repositories under african-languages topic.

• masakhane-io / masakhane-mt

  Machine Translation for Africa

  african-languagesmachine-translationnlp
  Language:Lua 269

• Andrews2017 / africanlp-public-datasets

  A repository for publicly/freely available Natural Language Processing (NLP) datasets for African languages.

  african-languagesdatasetslow-resource-languagesnatural-language-processing
  82

• Niger-Volta-LTI / yoruba-text

  Yorùbá language training text for NLP, ASR and TTS tasks

  african-languagesnatural-language-processingdiacritizationmachine-translationtraining-datasetnlpyorubattsasrnlp-datasets
  Language:Python 63

• afrisenti-semeval / afrisent-semeval-2023

  AfriSenti-SemEval Shared Task 12: Sentiment Analysis for African languages : https://afrisenti-semeval.github.io/

  african-languagesafricanlplow-resolution-datalow-resouce-languagelow-resource-nlpopinion-miningsemeval-sentimentsentimentsentiment-analysissentiment-classificationsemeval2023shared-taskshared-tasksdatasetdatasetsnlp-datasetnlp-datasetstwitttwittertwitter-sentiment-analysis
  Language:Jupyter Notebook 38

• dsfsi / masakhane-web

  Masakhane Web is a translation web application for solely African Languages.

  africanlpafricannlpnatural-language-processingafricanjoeynmtmasakhaneafrican-languagesmachine-translationtranslation-modelsdockermasakhane-web
  Language:Jupyter Notebook 35

• hausanlp / NaijaSenti

  This is a repository for NaijaSenti. A Lacuna Funded Project for the development of sentiment corpus for four Nigerian languages: Igbo, Hausa, Yoruba and Pidgin.

  hausahausanlpnlpsentiment-analysisdatasetlow-resource-nlphausa-nlpigboigbo-languagelow-resource-languagesnigerianigerian-datayorubayorubaname-dictionaryafrican-languagessentimentsentiment-classificationsentiment-data
  25

• Niger-Volta-LTI / yoruba-adr

  Automatic Diacritic Restoration of Yorùbá language Text

  diacriticstext-processingseq2seqneural-machine-translationyorubaafrican-languagesorthographic-diacriticsadrattentionpython3
  Language:Python 24

• UBC-NLP / afrolid

  AfroLID, a powerful neural toolkit for African languages identification which covers 517 African languages.

  african-languagesdeep-learningdlnlplanguage-identificationnatural-langauge-processingnlptoolkitubc-nlp
  Language:Python 24

• Tikquuss / meta_XLM

  Cross-lingual Language Model (XLM) pretraining and Model-Agnostic Meta-Learning (MAML) for fast adaptation of deep networks

  xlmmamltext-processingtext-clusteringclmmlmtlmback-translationdenoising-autoencodersparallel-trainingbertmachine-translationafrican-languagesbleu-scorespretrained-modelsbpe-codesmeta-modellanguages
  Language:Jupyter Notebook 20

• Niger-Volta-LTI / iranlowo

  Ìrànlọ́wọ́ is a utility library for analysis & (pre)processing of Yorùbá text → https://pypi.org/project/iranlowo

  yorubaafrican-languagesutility-librarynlp-machine-learning
  Language:Python 17

• dohliam / more-stoplists

  stoplists for African languages generated from the ASP corpus

  africaafrican-languagesstopwordscorpusfrequency-listscorpus-linguisticsstoplistsstoplistswahiliafrikaanslugbaratizuluyorubahausasomalisesotho
  Language:Ruby 13

• wxjiao / WMT2022-Large-Scale-African

  Introduction to "Tencent’s Multilingual Machine Translation System for WMT22 Large-Scale African Languages".

  african-languagesmultilingual-translationswmt2022
  Language:Shell 13

• dsfsi / vukuzenzele-nlp

  The dataset contains editions from the South African government magazine Vuk'uzenzele. Data was scraped from PDFs that have been placed in the data/raw folder. The PDFS were obtained from the Vuk'uzenzele website.

  african-languagesafricannlpsouth-africaafrican-language-data-liberation-frontaldlfafricanlplanguagedatasetnlprocdsfsi-datasets
  Language:Jupyter Notebook 6

• Pogayo / african-voices-web

  Website that hosts the African Voices projects. Users can download datasets and synthesizers, and synthesize speech in African languages

  african-languagesspeech-recognitionspeech-synthesistts
  Language:Python 6

• tehamalab / tarakimu

  A Python based utility for Swahili and English number to words conversion.

  pythonswahilienglishtanzaniakenyaafrican-languagespython3
  Language:Python 6

• JosephSefara / AfricanWordNet

  AfricanWordNet: Implementation of WordNets for African languages. Citation paper "Practical Approach on Implementation of WordNets for South African Languages" https://www.aclweb.org/anthology/2021.gwc-1.3.pdf

  african-languagesisixhosaisizulunltkpythonsepedisetswanatshivendawordnetwordnets
  Language:HTML 5
• Sankofa-Display

  batsimadz / Sankofa-Display

  Sankofa Display is a typeface that draws inspiration from African art styles, with a focus on straight-line geometric designs.

  africanafrican-languagesfontgoogle-fontslatinopen-source
  Language:Python 4

• dsfsi / PuoBERTa

  A Roberta-based language model specially designed for Setswana, using the new PuoData dataset.

  african-languagesafricannlpnlprocsetswanatntsndsfsi-datasets
  Language:Makefile 4

• Skywalker427 / adinkra

  Adinkra Symbols API - meanings of adinkra symbols, symbol images and synopsis around them

  ghanaafricasymbologycultureafrican-cultureadinkraashantiasanteashantewest-africaaccraaccra-ghanaafrican-languagessymbolsafrican-countriesnodejsnodeapijavascriptkumasiadinkra-symbols
  Language:JavaScript 4

• Niger-Volta-LTI / urhobo-asr-spoken-digits

  URH-DIGITS is a connected digits speech recognition task

  african-languagesasrdigit-recognitionspeech-recognitionspoken-digits-recognitionurhobourhobo-spoken-digits
  3

• Pogayo / Luo-News-Dataset

  This repo contains LUO corpus for Named Entity Recognition. The text comes from the news domain and was scrapped from Radio Ramogi.

  nernlpluoafrican-languagesafricatext-datasets
  3

• uds-lsv / transfer-distant-transformer-african

  Code + data for the EMNLP'20 publication "Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages"

  transformer-modelstopic-classificationnerafrican-languageslow-resourcelow-resource-languages
  Language:Python 3

• AidaLog / Plain-Swahili-Dataset

  Plain swahili dastaset. Public sourced from public repositories

  datasetnlpswahiliswahili-speakingafrican-languageslanguage-classificationmachine-learningopen-dataswahili-sentences
  2

• dsfsi / PuoData

  Curated corpora for Setswana. Used to train PuoBERTa.

  african-languagesafrican-nlpcorporanatural-language-processingsetswanasouth-africatntsndsfsi-datasets
  2

• Heatwave114 / wazobia-open-speech-mobile

  This is an open-source mobile application that augments the wazobia Automatic Voice Recognition System - AVRS. It is the interface between our voice donors and the wazobia core platform

  african-languagesspeech-recognition
  Language:Dart 2

• oyd11 / fur-language

  Fur language (poór'íŋ belé) [iso 639-3: fvr] resources, and computer aids.

  africaafrican-languagesfurkeyboardkeyboard-layoutmacosmacosxwindows
  2

• CodeForAfrica-SCRAPERS / taxclock_ke_news

  [morph] Scrape business stories to be used on TaxClock KE accessible at https://taxclock.codeforkenya.org/

  taxclockbudgetnewskenyaafricaafrican-spendingafrican-languagestax
  Language:Python 1

• dryty93 / Lan_Tran

  Lan_Tran is an app written in Kivy to make translations between Lantuosir and English easy! Lantuosir is a constructed language that I created based on Latin (and it's variants) & Bantu languages. It is developed as a fantasy lingua franca for the African Diaspora. The main influences are Spanish, English, and Yoruba.

  african-languagesconlangenglishfrenchhtml-csskivylanguagelatinpythonspanishtranslation
  Language:Python 1

• olddustysocksunderthecouch / MultiLingualFam-Android

  Open source project to help people learn African languages

  africaafrican-languagesandroidfirebaseforeground-servicelanguageslocation-servicesnotificationsrealtime-database
  Language:Kotlin 1

• olddustysocksunderthecouch / MultiLingualFam-CloudFunctions

  Open source project to help people learn African languages

  africaafrican-languagescloud-functionsfirebaselanguagespush-notificationsrealtime-databasetypescript
  Language:TypeScript 1

• djomo-moungoue / calendrier-nufi

  Calendrier Nufi

  african-languagescalendarcameroonculturedate
  Language:JavaScript 0

• elvis-ndubuisi / african-proverbs

  The African Proverb API brings you well-curated and unique proverbs unique to different regions in Africa. Not only does the API offers you proverbs in the English language, but it also provides its response in multi-African languages and interpretation.

  africaafrican-languagesproverbstailwindcsstypescript
  Language:HTML 0

• frankl1 / SCIA-MMF-POS

  A 16M LLM for POS tagging in African languages

  african-languagesbertchallengedeep-neural-networkslarge-language-modelslow-resource-languagespart-of-speech-taggingpretrained-modelstoken-classification
  Language:Jupyter Notebook

• magalaReuben / Vunula

  A web application for translating from English to luganda or Luganda to english

  african-languagesnlp
  Language:JavaScript

• Pogayo / ADH-EN_MT_Dataset

  Contains Adhola-English parallel sentences that can be used for Machine Translation.

  machinelearningmachine-translationafrican-languagesnlptext-datasets
  Language:Jupyter Notebook

• Tikquuss / nlp_tools

  Natural language processing tools (tokenizer, ...) and evaluation metrics (BLUE, ...) for morphologically complex languages such as those of Africa.

  nlpafrican-languagestokenizerevaluation-metrics
  Language:Perl