tensorflow_speech_recognition_demo-master
所属分类:语音合成
开发工具:Python
文件大小:6KB
下载次数:50
上传日期:2018-01-07 15:59:26
上 传 者:
朱雀火车站
说明: 此程序为语音识别深度学习程序,使用python程序编写。
(This program is written for the speech recognition depth learning program, using the python program.)
文件列表:
demo.py (1180, 2016-12-11)
requirements.txt (532, 2016-12-11)
speech_data.py (13658, 2016-12-11)
# tensorflow_speech_recognition_demo
This is the code for 'How to Make a Simple Tensorflow Speech Recognizer' by @Sirajology on Youtube
Overview
============
This is the full code for 'How to Make a Simple Tensorflow Speech Recognizer' by @Sirajology on [Youtube](https://youtu.be/u9FPqkuoEJ8).
In this demo code we build an LSTM recurrent neural network using the TFLearn high level Tensorflow-based library to train
on a labeled dataset of spoken digits. Then we test it on spoken digits.
Dependencies
============
* tflearn (http://tflearn.org/)
* tensorflow (https://www.tensorflow.org/versions/r0.12/get_started/os_setup.html)
* future
Use [pip](https://pypi.python.org/pypi/pip) to install any missing dependencies
Usage
===========
Run the following code in terminal. This will take a couple hours to train fully.
`python demo.py`
Challenge
===========
The weekly challenge is from the last video, it's still running! Check it out [here](https://www.youtube.com/watch?v=mGYU5t8MO7s)
Credits
===========
Credit for the vast majority of code here goes to [pannouse](https://github.com/pannous). I've merely created a wrapper to get people started!
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