ugnelis / tensorflow-rnn-ctc

RNN CTC by using TensorFlow.

TensorFlow RNN CTC

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.