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@rwth-i6 Human Language Technology and Pattern Recognition Group, RWTH Aachen University

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    25 repositories

    • rasr

      Public
      The RWTH ASR Toolkit.
      asr
      asr
      C++
      •
      Other
      •17•58•7•10•Updated Mar 17, 2026Mar 17, 2026

    • returnn

      Public
      The RWTH extensible training framework for universal recurrent neural networks
      theanodeep-learningtensorflow
      theanodeep-learningtensorflowgpurecurrent-neural-networks
      Python
      •
      Other
      •134•373•198•27•Updated Mar 17, 2026Mar 17, 2026

    • i6_experiments

      Public
      Python
      •
      Mozilla Public License 2.0
      •14•13•10•4•Updated Mar 16, 2026Mar 16, 2026

    • i6_core

      Public
      Sisyphus recipies for ASR
      Python
      •
      Mozilla Public License 2.0
      •25•19•18•9•Updated Mar 16, 2026Mar 16, 2026

    • sisyphus

      Public
      A Workflow Manager in Python
      Python
      •
      Mozilla Public License 2.0
      •28•49•34•11•Updated Mar 16, 2026Mar 16, 2026

    • returnn_common

      Public
      Common building blocks for RETURNN configs, such as models, training concepts, etc
      Python
      •4•7•48•0•Updated Mar 3, 2026Mar 3, 2026

    • i6_models

      Public
      Collection of NN-Model parts
      Python
      •
      Mozilla Public License 2.0
      •0•2•3•6•Updated Feb 25, 2026Feb 25, 2026

    • returnn-experiments

      Public
      experiments with RETURNN
      Python
      •42•161•1•2•Updated Feb 7, 2026Feb 7, 2026

    • i6_native_ops

      Public
      Native operations for pytorch
      Cuda
      •
      Other
      •0•0•0•1•Updated Feb 3, 2026Feb 3, 2026

    • drink-kiosk

      Public
      Simple drink kiosk, used at our department, based on Python/Kivy
      pythonkivykiosk-software
      pythonkivykiosk-softwarekiosk-touchscreen
      Python
      •
      BSD 2-Clause "Simplified" License
      •2•10•0•0•Updated Jan 19, 2026Jan 19, 2026

    • 2025-denoising-lm

      Public
      Denoising LM
      Python
      •
      MIT License
      •0•4•0•0•Updated Dec 14, 2025Dec 14, 2025

    • LoquaciousAdditionalResources

      Public
      Shell
      •0•0•0•0•Updated Nov 26, 2025Nov 26, 2025

    • SynaptogenML

      Public
      A library based on Synaptogen and PyTorch enabling the simulation of memristor hardware for machine learning
      Python
      •
      Mozilla Public License 2.0
      •0•3•0•1•Updated Oct 14, 2025Oct 14, 2025

    • Gender-Bias-in-German-LLMs

      Public
      Python
      •0•3•0•0•Updated Sep 3, 2025Sep 3, 2025

    • cache-manager

      Public
      CacheManager is a simple but effective solution for data distribution in cluster computer environments without a sophisticated storage system. It is a non-intru…
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Nov 22, 2024Nov 22, 2024

    • warp-rna

      Public
      Recurrent Neural Aligner
      Python
      •
      MIT License
      •7•1•0•0•Updated Aug 1, 2023Aug 1, 2023

    • vocoder_collection

      Public
      A collection of RETURNN-compatible PyTorch vocoder implementations
      Python
      •
      MIT License
      •0•0•0•0•Updated Jun 16, 2023Jun 16, 2023

    • subword-nmt

      Public
      Subword Neural Machine Translation
      Python
      •
      MIT License
      •475•0•0•0•Updated Mar 22, 2023Mar 22, 2023

    • pytorch-to-returnn

      Public
      Make PyTorch code runnable within RETURNN
      Python
      •6•2•4•2•Updated Feb 8, 2023Feb 8, 2023

    • fairseq-automos

      Public
      Automatic MOS prediction using Wav2Vec2 from Fairseq published as baseline for the VoiceMOS Challenge 2022 published by the National Institute of Informatics
      Python
      •
      Other
      •23•2•1•0•Updated Oct 31, 2022Oct 31, 2022

    • ExtendedEditDistance

      Public
      Python
      •
      Other
      •3•7•0•0•Updated Nov 25, 2020Nov 25, 2020

    • fgvc

      Public
      Lua
      •1•6•0•0•Updated Apr 14, 2020Apr 14, 2020

    • CharacTER

      Public
      Python
      •7•23•3•0•Updated Feb 4, 2020Feb 4, 2020

    • uniblock

      Public
      uniblock, scoring and filtering corpus with Unicode block information (and more).
      Python
      •
      MIT License
      •3•0•0•0•Updated Sep 21, 2019Sep 21, 2019

    • returnn-benchmarks

      Public
      Benchmarks / comparisons to other RNN software
      Python
      •1•5•0•0•Updated Jan 16, 2017Jan 16, 2017