gentaiscool

rnn-transducer

A Pytorch Implementation of Transducer Model for End-to-End Speech Recognition

nlp-id-progress

The latest progress on the NLP research for the Indonesian language

speech-recognition-papers

Towards hot directions in industrial speech recognition

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

Autoregressive-Predictive-Coding

Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning

coach

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)

Code-Switching

code-switching.github.io

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).

Crosslingual-NLU

Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)

episodic-lifelong-learning

Implementation of "Episodic Memory in Lifelong Language Learning"(NeurIPS 2019) in Pytorch

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

ForwardTacotron

⏩ Generating speech in a single forward pass without any attention!

GitHubGraduation-2021

Join the GitHub Graduation Yearbook and "walk the stage" on June 5.

indonlu

The first-ever vast natural language processing benchmark for Indonesian Language. We provide multiple downstream tasks, pre-trained models, and a starter code! (AACL-IJCNLP 2020)

libri-light

dataset for lightly supervised training using the librivox audio book recordings. https://librivox.org/.

lowresource-nlp-bootcamp-2020

The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020

Megatron-LM

Ongoing research training transformer language models at scale, including: BERT & GPT-2

mixed-language-training

Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

node-audiorecorder

Audio recorder for Node.js, delivers a 16-bit signed-integer linear pulse modulation WAV stream.

open-speech-corpora

A list of accessible speech corpora for ASR, TTS, and other Speech Technologies

pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

reformer-pytorch

Reformer, the efficient Transformer, in Pytorch

RevTorch

Framework for creating (partially) reversible neural networks with PyTorch

sbmaruf.github.io

seqeval

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

xquad

xtreme

XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.