Espresso: A Fast End-to-End Neural Speech Recognition Toolkit

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction

Transformer-based image captioning extension for pytorch/fairseq

Towards Neural Phrase-based Machine Translation

PyTorch implementation of "data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language" from Meta AI

[IJCAI 2024] EAT: Self-Supervised Pre-Training with Efficient Audio Transformer

an easy-to-use knn-mt toolkit

My Docker scripts and Dockerfile for several frameworks.

Reparameterized Discrete Diffusion Models for Text Generation

Team Kakao&Brain's Grammatical Error Correction System for the ACL 2019 BEA Shared Task

A collection of deep learning models for ECG data processing based on fairseq framework

Neural macine translation soft alignment visualisations for web and command line

The source code for the Cutoff data augmentation approach proposed in this paper: "A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation".

SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction (Briefings in Bioinformatics 2023)

A mini, simple, and fast end-to-end automatic speech recognition toolkit.

State-Of-The-Art & ready to use mini NLP models for Indian Languages