code-switching

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

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

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

Natural Language Procesing

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

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.

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

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.

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

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

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

Unsupervised Sentiment Analysis for Code-mixed Data

A sequence tagging model with active learning

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.

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

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

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

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

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

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

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

Catalan-Spanish code-switching web-based online experiment including a Bilingual Language Profile building questionnaire.

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

Bangor Arabic–English Code-switching corpus

translation of a text written in english alphabet but has pronounciation in hindi to fully english sentence