code-switching

There are 5 repositories under code-switching topic.

• Tomiinek / Multilingual_Text_to_Speech

  An implementation of Tacotron 2 that supports multilingual experiments with parameter-sharing, code-switching, and voice cloning.

  text-to-speechspeech-synthesismultilingualttscode-switchingvoice-cloning
  Language:Python 810

• gentaiscool / code-switching-papers

  A curated list of research papers and resources on code-switching

  bilingualcode-mixedcode-mixingcode-switchcode-switchinglanguagenlppapersresearchspeech
  281

• audioku / meta-transfer-learning

  Implementation of meta-transfer-learning for ASR and LM (ACL 2020)

  meta-learningspeechspeech-recognitionasrcode-switchingmulti-linguallanguagelanguage-modelneural-networktransformerpytorchmeta-transfer-learningmixed-languageacl
  Language:Python 48

• microsoft / CodeMixed-Text-Generator

  This tool helps automatic generation of grammatically valid synthetic Code-mixed data by utilizing linguistic theories such as Equivalence Constant Theory and Matrix Language Theory.

  code-mixingnatural-language-processingcode-switchinglinguisticspython3synthetic-data-generationlanguage-modelingdata-generation
  Language:Jupyter Notebook 48

• microsoft / LID-tool

  This code provides word level language identification tool for identifying language for individual words in Code-Mixed text. e.g. The text that includes words from two languages such as Hindi written in roman script, mixed with English.

  code-mixingcode-switchinglanguage-identificationlanguage-tagslinguisticsmalletnatural-language-processingpython3
  Language:Python 45

• Nativeatom / NaturalLanguageProcessing

  Natural Language Procesing

  natural-language-processingdeep-learningmachine-learningnlppapernlp-machine-learningcode-switchingdatasetmachine-translationnlp-resourcesartificial-intelligenceembedding
  34

• gentaiscool / meta-emb

  Multilingual Meta-Embeddings for Named Entity Recognition (RepL4NLP & EMNLP 2019)

  transformermeta-embeddingsnerdeep-learningrepresentation-learningcode-switchingmultilingual
  Language:Python 32

• sagorbrur / codeswitch

  CodeSwitch is a NLP tool, can use for language identification, pos tagging, name entity recognition, sentiment analysis of code mixed data.

  codeswitchcode-mixednlpposnercode-switchinghindi-englishspanish-englishpos-tagginglanguage-identificationsentiment-analysishuggingfacetransformers
  Language:Jupyter Notebook 30

• andi611 / CS-Tacotron-Pytorch

  Pytorch implementation of CS-Tacotron, a code-switching speech synthesis end-to-end generative TTS model.

  code-switchcode-switchingspeech-synthesistext-to-speechttstacotronchinese-englishdspdigital-signal-processingntuntuee
  Language:Python 22

• amsuhane / ACL20-Code-switching-patterns

  Code-switching patterns can be an effective route to improve performance of downstream NLP applications: A case study of humour, sarcasm and hate speech detection

  natural-language-processingcode-switchingmultilingualmachine-learningdeep-learningacl2020
  Language:Python 10

• gentaiscool / multi-task-cs-lm

  Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning (CALCS 2018, ACL)

  code-switchingjoint-learninglanguage-modelmulti-task-learning
  Language:Python 9

• sedflix / unsacmt

  Unsupervised Sentiment Analysis for Code-mixed Data

  sentiment-analysiscode-mixedcode-switchingembeddingscross-lingualmulti-lingualzero-shot-learningunsupervised
  Language:Jupyter Notebook 8

• dieuthu / sequencetagging

  A sequence tagging model with active learning

  sequencetaggingactive-learningbilstm-crf-modelcode-switching
  Language:Python 7

• ash-shar / Code-Switching-and-Swearing-Patterns-on-Twitter

  Repository containing Abusive Tweet Detection, Location Detection and Gender Detection codes

  nlpsocial-network-analysisswearingtwitterlocation-detectiongender-detectioncode-mixingcode-switching
  Language:Python 6

• feyzaakyurek / newsframing

  Code repository for ACL2020 paper Multi-label and Multilingual News Framing Analysis

  multi-label-classificationnews-classificationnewsmultilingual-translationnlptransfer-learningbertcode-switchinggun-violenceagenda-settingnews-framing
  Language:Jupyter Notebook 6

• mmaguero / josa-corpus

  Jopara (Guarani-dominant mixed with Spanish) sentiment analysis corpus

  low-resource-languagescorpus-linguisticssentiment-analysisbaselinestext-classificationtext-categorizationsentiment-classificationbert-fine-tuningbilstmtraditional-machine-learningdeep-learningmultilingualcode-switchingcode-mixing
  6

• PPPI / POSIT

  POSIT aims to segment and tag mixed-text that contains English and C-like code, such that the user both knows what a token is, and within the language it's used in, what role, such as an AST tag or PoS tag, it serves.

  bilstm-crf-modelmixed-textcode-switchingpart-of-speech-taggingstackoverflow
  Language:Python 6

• umar1997 / propaganda-codeswitched-text

  [EMNLP 2023] Official repository of paper titled "Detecting Propaganda Techniques in Code-Switched Social Media Text"

  code-switchinglow-resource-languagesnatural-language-processingpropaganda-detection
  Language:Jupyter Notebook 6

• coolEphemeroptera / Foreign_Pronunciation_Generator_for_Code-Switch_ASR

  a socket script to obtain chinese phones-sequence for any english word

  asrcode-switchingkaldipronunciation-lexicon-generation
  Language:Python 5

• javadr / PyTorch-Detect-Code-Switching

  Implementation of a deep learning model (BiLSTM) to detect code-switching

  bilstmcode-switchinglanguage-detectionpytorchcharacter-based-modelnatural-language-processingnlppaper-implementations
  Language:Python 5

• ishan00 / translation-for-code-switching-acl

  Official repository for the paper titled "From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text" accepted at ACL 2021

  acl2021code-switchinglanguage-modelingtranslation
  Language:Python 3

• vincenthuang75025 / chinglish

  Chrome extension for translating highlighted English text into Chinglish (a chinese + english hybrid)

  aws-lambdachrome-extensioncode-switchingnlpserverlesstranslation
  Language:Python 3

• 97arushisharma / Hindi-English-Code-Switching

  A simple UI to translate a text written in romanised hindi form to fully english sentence

  nltk-pythonpython3tkinter-guicode-switchinglanguage-translation
  Language:Lex 2

• Nexdata-AI / 300-Hours-Mixed-Speech-with-Korean-and-English-Data-by-Mobile-Phone

  Mixed Speech with Korean and English Dataset

  asrasr-modelaudiocode-switchingdatasetdeep-learningspeechspeech-recognitionspeech-to-text
  2

• vsoto / crowdsourced_bangor

  This repository contains crowdsourced universal part-of-speech tags for the Miami Bangor corpus.

  part-of-speechuniversalcode-switching
  2

• ChingtingC / Code-Switching-Sentence-Generation-by-GAN

  Code-Switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation. (Interspeech 2019)

  code-switchinggenerative-adversarial-networkinterspeech
  Language:Python 1

• kjgpta / Code-Switch-Language-Modeling-for-English-and-Malay

  Code-Switched Data generation based on Part-of-speech and Language Modeling of the generated text.

  code-switchingdata-generationenglish-malaylanguage-modeling
  Language:Jupyter Notebook 1

• kjgpta / NSC-Code-Switch-Analysis

  Code-switching analysis using linguistic techniques like part-of-speech

  code-switchingpart-of-speechenglish-malay
  Language:Jupyter Notebook 1

• Lidan0241 / language-detection

  language detection in code-switching for es/en/zh speakers

  code-mixingcode-switchingidentification-languagenlp
  Language:Jupyter Notebook 1

• Nexdata-AI / 207-Hours-Japanese-Speaking-English-Speech-Data-by-Mobile-Phone

  Japanese Speaking English Speech Dataset

  asraudiocode-switchingdatasetdeep-learningdeeplearningspeech-recognitionspeech-to-text
  1

• AddisonDP / OTMTextDataAnalysis

  Data Analysis Toolkit for On the Margins, LLC

  code-switchinglikert-datanatural-language-processingqualitative-data-analysisquantitative-data
  Language:Python 0

• carexl8 / code-mixed-tweets

  Tweet ids for code-mixed Russian-German and Russian-Hebrew tweets

  code-mixedcode-mixingcode-switchinggermanhebrewrussiantweetstwitter
  0

• ctarnold / jpLLM

  working on llm research

  bert-modelcode-switchinglidnlppromptingspanglishspanishmixtral-8x7bmixtral-8x7b-instruct
  Language:Python 0

• kolloqe / react-kbi-si-en-html

  Kolloqe Input Component with code-switching support between Sinhala and English attachable via <script> tags

  code-switchinginputreact-componentskolloqe
  Language:JavaScript

• RaiBP / incidental-bilingualism

  Python program for detecting unintentional bilingual and translation instances in NLP datasets.

  code-switchingdeep-learninglanguage-detectionmachine-learningnatural-language-processingnlpnlp-datasetsnlp-resourcespython
  Language:Python

• vcyrot / Frenglish-Benchmark

  A Centralized Frenglish Benchmark from Naturally Occurring Code-Switching and Code-Mixing

  code-mixingcode-switchingfrench-englishnlp