https://github.com/SnowMasaya/Emotion_Voice_Recognition_Chainer-

Emotion_Voice_Recognition_Chainer
https://github.com/SnowMasaya/Emotion_Voice_Recognition_Chainer-

Last synced: 9 days ago
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Emotion_Voice_Recognition_Chainer

• Host: GitHub
• URL: https://github.com/SnowMasaya/Emotion_Voice_Recognition_Chainer-
• Owner: SnowMasaya
• Created: 2016-01-26T00:38:15.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2016-01-26T00:43:36.000Z (almost 9 years ago)
• Last Synced: 2024-08-01T17:24:03.163Z (3 months ago)
• Language: Python
• Size: 864 KB
• Stars: 30
• Watchers: 7
• Forks: 15
• Open Issues: 4
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-affective-computing - Emotion_Voice_Recognition_Chainer
• awesome-affective-computing - Emotion_Voice_Recognition_Chainer

README

        
Chainer with Speech Emotion Recognition

====

This tool is the Speech Emotion Recognition



## Japanese Reference Page

http://tech-sketch.jp/2015/10/chainer.html

## Description

This tool is recognition emotion by humam voice

If you see the detail about it, you see the below
 

##Requirements

    Python 3.4+

    NumPy

    chainer

    PyYAML

    OpenSMILE http://www.audeering.com/research/opensmile 

#

### Install

You have to install OpenSMILE

http://www.audeering.com/research-and-open-source/files/openSMILE-book-latest.pdf

```

apt-get install direnv

apt-get install virtualenv 

apt-get install libhdf5-dev

```

You edit the enviroment.sh

1: You choose python version


2: You set the "Your Chainer Path"
 

3: You set the "Your OpenSMILE Path"
 

4: You set the "Your OpenSMILE Config Path"
 

5: You set the "Your VirtualEnv Path"
 

```

virtualenv -p python3.xx

echo numpy > requeriment.txt

pip install -r requeriment.txt

echo export OPENSMILE_PYTHON=`pwd` > .envrc

#You set the openSMILE-x.x.x/bin/linux_x64_standalone_static/SMILExtract PATH 

echo export OPENSMILE_PATH=OPENSMILE_PATH >>.envrc

#You set the openSMILE-x.x.x/config/IS09_emotion.conf PATH 

#or

#You set the openSMILE-x.x.x/config/IS10_paraling.conf PATH 

echo export OPENSMILE_CONFIG=OPENSMILE_CONFIG_PATH >> .envrc

#You set the Data Path for Parsing Info file

echo export OPENSMILE_DATA=OPENSMILE_DATA >> .envrc

#You set the arff output Path

echo export OPENSMILE_OUTPUT=OPENSMILE_OUTPUT >> .envrc

#You set the ARFF Path

echo export OPENSMILE_ARFF=OPENSMILE_ARFF >> .envrc

direnv allow

source $OPENSMILE_PYTHON/my_env/bin/activate

```

```

sh enviroment.sh

```

#

### Usage 

#

Prepare arff file

If you don't know how to make a arff file please read below repository

https://github.com/tech-sketch/Make-arff-for-Emotion-reconize-by-voice

```

*You execute python example

**prepare arff file

python make_arff/test/test_arff.py --config OPENSMILE_CONFIG

**chainer learn

python emotion_voice_recognize/test/test_emotion_voice.py --arff_label arff_emo_list_change_label_sort --feature IS2009 

```

#

### Licence

#

```

The MIT License (MIT)

Copyright (c) 2015 Masaya Ogushi

Permission is hereby granted, free of charge, to any person obtaining a copy

of this software and associated documentation files (the "Software"), to deal

in the Software without restriction, including without limitation the rights

to use, copy, modify, merge, publish, distribute, sublicense, and/or sell

copies of the Software, and to permit persons to whom the Software is

furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in

all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR

IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,

FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE

AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER

LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,

OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN

THE SOFTWARE.

```

#

### Author

#

[SnowMasaya](https://github.com/SnowMasaya)

### References 

#

>[Chainer]http://chainer.org/


[OpenSMILE]http://www.audeering.com/research/opensmile
 

[Baby Picture]https://www.pakutaso.com/