https://github.com/luickk/sound-classification_rnn
RNN to classify accents by using YouTube Biritsh and American training samples
https://github.com/luickk/sound-classification_rnn
python rnn tensorflow
Last synced: about 1 year ago
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RNN to classify accents by using YouTube Biritsh and American training samples
- Host: GitHub
- URL: https://github.com/luickk/sound-classification_rnn
- Owner: luickk
- Created: 2017-08-28T11:27:08.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2019-05-08T20:34:26.000Z (about 7 years ago)
- Last Synced: 2025-04-10T20:25:24.740Z (about 1 year ago)
- Topics: python, rnn, tensorflow
- Language: Python
- Homepage:
- Size: 58 MB
- Stars: 12
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
Sound Classification
===================
This recurrent neural network tries to differentiate between sounds. The RNN is trained by using example data provided in the repo. in Sound-Data folder.
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#### Installation
> - Clone Repository
> - Install Dependencies
#### Training
> - python main.py -m train
#### Testing
> - python main.py -m pred -u
Dependiencies
-------------------
> tensorflow
> numpy
> librosa
> matplotlib
> tqdm
> uuid
Example
-------------------
The RNN successfully classificated 1.wav as label 0 in class dictionary
