facebookresearch / gtnLinks
Automatic differentiation with weighted finite-state transducers.
☆455Updated 3 years ago
Alternatives and similar repositories for gtn
Users that are interested in gtn are comparing it to the libraries listed below
Sorting:
- Haste: a fast, simple, and open RNN library☆332Updated 2 years ago
- Fast Block Sparse Matrices for Pytorch☆548Updated 4 years ago
- Fast, general, and tested differentiable structured prediction in PyTorch☆1,114Updated 3 years ago
- A Fast Sequence Transducer Implementation with PyTorch Bindings☆198Updated 2 years ago
- The RWTH extensible training framework for universal recurrent neural networks☆367Updated this week
- [Prototype] Tools for the concurrent manipulation of variably sized Tensors.☆251Updated 2 years ago
- FastFormers - highly efficient transformer models for NLU☆707Updated 4 months ago
- Transformer training code for sequential tasks☆612Updated 3 years ago
- Automatic differentiation with weighted finite-state transducers.☆127Updated 3 years ago
- Efficient, check-pointed data loading for deep learning with massive data sets.☆208Updated 2 years ago
- Asynchronous Distributed Hyperparameter Optimization.☆299Updated 6 months ago
- Implementation of https://arxiv.org/abs/1904.00962☆376Updated 4 years ago
- PyTorch functions and utilities to make your life easier☆194Updated 4 years ago
- Applications using the GTN library and code to reproduce experiments in "Differentiable Weighted Finite-State Transducers"☆84Updated 3 years ago
- A fast parallel implementation of RNN Transducer.☆312Updated 2 years ago
- Library for faster pinned CPU <-> GPU transfer in Pytorch☆685Updated 5 years ago
- PyTorch dataset extended with map, cache etc. (tensorflow.data like)☆329Updated 3 years ago
- CUDA-Warp RNN-Transducer☆213Updated 2 years ago
- An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.☆361Updated 3 years ago
- Problem Agnostic Speech Encoder☆443Updated 2 years ago
- Gradient based Hyperparameter Tuning library in PyTorch☆290Updated 5 years ago
- dataset for lightly supervised training using the librivox audio book recordings. https://librivox.org/.☆504Updated 2 years ago
- Configure Python functions explicitly and safely☆126Updated 8 months ago
- 🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆494Updated 4 years ago
- Espresso: A Fast End-to-End Neural Speech Recognition Toolkit☆941Updated 11 months ago
- Shape and dimension inference (Keras-like) for PyTorch layers and neural networks☆570Updated 3 years ago
- End-to-end ASR/LM implementation with PyTorch☆597Updated 3 years ago
- DiffQ performs differentiable quantization using pseudo quantization noise. It can automatically tune the number of bits used per weight …☆236Updated 2 years ago
- Approximate nearest neighbor search with product quantization on GPU in pytorch and cuda☆225Updated last year
- Tensor Shape Annotation Library (numpy, tensorflow, pytorch, ...)☆267Updated 5 years ago