Automatic differentiation with weighted finite-state transducers.
☆127Apr 12, 2022Updated 4 years ago
Alternatives and similar repositories for gtn
Users that are interested in gtn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Applications using the GTN library and code to reproduce experiments in "Differentiable Weighted Finite-State Transducers"☆83Jul 20, 2022Updated 3 years ago
- Implementation of different noise embeddings for noise aware training of Kaldi acoustic models.☆13Feb 13, 2021Updated 5 years ago
- ☆16Jun 13, 2022Updated 3 years ago
- Automatic differentiation with weighted finite-state transducers.☆454Sep 20, 2021Updated 4 years ago
- FSA/FST algorithms, differentiable, with PyTorch compatibility.☆1,330Mar 9, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- An Introduction to Weighted Automata in Machine Learning☆64Sep 3, 2022Updated 3 years ago
- A JAX library for building lattice-based speech transducer models☆49Mar 2, 2026Updated last month
- Memory efficient transducer loss computation☆70Jun 10, 2022Updated 3 years ago
- Pypi installable TDNN and TDNN-F layers for PyTorch based acoustic model training☆41Dec 18, 2020Updated 5 years ago
- Data and code related to the ICASSP submission "A comparison of methods for OOV-word recognition"☆17Nov 28, 2021Updated 4 years ago
- Python wrapper for kaldi's arpa2fst☆38Aug 27, 2025Updated 7 months ago
- A Fast Sequence Transducer Implementation with PyTorch Bindings☆200Sep 20, 2022Updated 3 years ago
- CUDA-Warp RNN-Transducer☆216Feb 22, 2023Updated 3 years ago
- ☆12Jun 10, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A torch implementation of a recursion which turns out to be useful for RNN-T.☆149Aug 25, 2023Updated 2 years ago
- PyTorch implementation of LF-MMI for End-to-end ASR☆221Jan 14, 2021Updated 5 years ago
- HMM, CTC, RNN-Transducer, forward-backward algorithm☆20Sep 5, 2023Updated 2 years ago
- Python wrappers for Kaldi Levenshtein's distance and alignment code.☆68Apr 9, 2026Updated last week
- Python implementation of CTC beam search decoder + agnostic LM scorer☆20Dec 16, 2020Updated 5 years ago
- Auto Segmentation Criterion (ASG) implemented in pytorch☆51Oct 1, 2021Updated 4 years ago
- Kaldi-compatible online & offline feature extraction with PyTorch, supporting CUDA, batch processing, chunk processing, and autograd - P…☆214Aug 7, 2025Updated 8 months ago
- a lightweight speech processing toolkit based on Pytorch and (Py)Kaldi☆353Dec 25, 2020Updated 5 years ago
- A pytorch wrapper for LF-MMI training and parallel training in Kaldi☆73Jun 8, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Decoders from Kaldi using OpenFst☆34Apr 10, 2026Updated last week
- A GPU language model, based on btree backed tries.☆29Mar 6, 2018Updated 8 years ago
- ☆18Mar 27, 2026Updated 3 weeks ago
- Moved to https://github.com/k2-fsa/icefall☆146Oct 13, 2022Updated 3 years ago
- ☆67Mar 25, 2022Updated 4 years ago
- Multistream CNN for Robust Acoustic Modeling☆40Jun 17, 2021Updated 4 years ago
- A fast and lightweight python-based CTC beam search decoder for speech recognition.☆469Jul 13, 2023Updated 2 years ago
- A fast parallel implementation of RNN Transducer.☆314Jun 7, 2023Updated 2 years ago
- python wrapper for kaldi's native I/O☆27Jan 9, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Torch-based tool for quantizing high-dimensional vectors using additive codebooks☆54May 25, 2022Updated 3 years ago
- phone inventory library☆17May 15, 2023Updated 2 years ago
- ☆76Mar 18, 2022Updated 4 years ago
- In this repository, I try to combine k2 with speechbrain to decode well and fastly.☆16Jun 17, 2022Updated 3 years ago
- Custom decoders for Kaldi☆80Jun 10, 2019Updated 6 years ago
- This repository contains the files used for our Interspeech 2017 paper.☆16May 30, 2017Updated 8 years ago
- Python wrapper for OpenFST and its extensions from Kaldi. Also support reading/writing ark/scp files☆57Apr 9, 2026Updated last week