Connectionist Temporal Classification (CTC) by using Recurrent Neural Network (RNN) in TensorFlow.
Requirements
- Python 2.7+ (for Linux)
- Python 3.5+ (for Windows)
- TensorFlow 1.12.1+
- NumPy 1.5+
- SciPy 0.12+
- python_speech_features 0.1+
Installation
I suggest you to use Anaconda. For TensorFlow
and python_speech_features
use pip
:
$ activate anaconda_env_name
(anaconda_env_name)$ pip install python_speech_features
(anaconda_env_name)$ pip install --ignore-installed --upgrade tensorflow # without GPU
(anaconda_env_name)$ pip install --ignore-installed --upgrade tensorflow-gpu # with GPU
Training
Run training by using train.py
file.
python train.py
License
This project is licensed under the terms of the MIT license.