Human Language Technology and Pattern Recognition Group, RWTH Aachen University

returnn

The RWTH extensible training framework for universal recurrent neural networks

returnn-experiments

experiments with RETURNN

rasr

The RWTH ASR Toolkit.

sisyphus

A Workflow Manager in Python

CharacTER

i6_core

Sisyphus recipies for ASR

drink-kiosk

Simple drink kiosk, used at our department, based on Python/Kivy

ExtendedEditDistance

returnn_common

Common building blocks for RETURNN configs, such as models, training concepts, etc

fgvc

i6_experiments

returnn-benchmarks

Benchmarks / comparisons to other RNN software

pytorch-to-returnn

Make PyTorch code runnable within RETURNN

fairseq-automos

Automatic MOS prediction using Wav2Vec2 from Fairseq published as baseline for the VoiceMOS Challenge 2022 published by the National Institute of Informatics

i6_models

Collection of NN-Model parts

warp-rna

Recurrent Neural Aligner

cache-manager

CacheManager is a simple but effective solution for data distribution in cluster computer environments without a sophisticated storage system. It is a non-intrusive solution consisting of Python tools.

i6_native_ops

Native operations for pytorch

subword-nmt

Subword Neural Machine Translation

uniblock

uniblock, scoring and filtering corpus with Unicode block information (and more).

vocoder_collection

A collection of RETURNN-compatible PyTorch vocoder implementations