codeswitch

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)

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

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

The main aim of the project is to develop a sentiment analyzer that can be used on twitter data to classify it as positive or negative. Our project takes care of the challenge of bilingual comments, where people tweet in two languages, in this case Hindi and English, in the Latin Alphabet.

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

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

Unsupervised Sentiment Analysis for Code-mixed Data

A sequence tagging model with active learning