fairseq

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

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

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

Towards Neural Phrase-based Machine Translation

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

an easy-to-use knn-mt toolkit

Reparameterized Discrete Diffusion Models for Text Generation

My Docker scripts and Dockerfile for several frameworks.

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

Neural macine translation soft alignment visualisations for web and command line

[NeurIPS 2024] Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective

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".

[ACL 2024] Generative Pre-Trained Speech Language Model with Efficient Hierarchical Transformer

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