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It uses GMM to train a gender detector model. The testing has been done on subset of Google's AudioSet corpus.

Home Page: https://appliedmachinelearning.wordpress.com/2017/06/14/voice-gender-detection-using-gmms-a-python-primer/

Python 100.00%

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pygender-voice's Issues

Can I get your trained model?

I have a large amount of files need to assign label about female or male, so I want to use your trained model to classify my data. So if you're ok, can I get your trained model to do that.
Thank you so much!

array issues

In training models, in the following lines:
features = np.asarray(());

an error pops up saying:

File "/Users/admin/anaconda2/lib/python2.7/site-packages/sklearn/utils/validation.py", line 441, in check_array
"if it contains a single sample.".format(array))

ValueError: Expected 2D array, got 1D array instead:
array=[].
Reshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.

I have tried reshaping but again an error pops up saying:

File "/Users/admin/anaconda2/lib/python2.7/site-packages/sklearn/utils/validation.py", line 462, in check_array
context))

ValueError: Found array with 1 sample(s) (shape=(1, 0)) while a minimum of 2 is required by GMM.

Please help!

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