Merge pull request #8 from JarbasAl/marvin

New model: Marvin and Sheila
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el-tocino 2019-08-25 22:22:32 -05:00 committed by GitHub
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I, JarbasAl, hereby agree to waive all claim of copyright (economic and moral) in all content contributed by me, the user, and immediately place any and all contributions by me into the public domain, unless otherwise noted.
I grant anyone the right to use my work for any purpose, without any conditions, to be changed or destroyed in any manner whatsoever without any attribution or notification.
No warranties are given.
Files covered by this update:
marvin-en-0.3.0-20190817-jarbas.tar.gz
sheila-en-0.3.0-20190817-jarbas.tar.gz

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marvin/models/README.md Normal file
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# Marvin
### marvin-en 20190817
1000 epochs, sensitivity 0.1, batch_size 100
[Google Speech Commands Dataset ](https://ai.googleblog.com/2017/08/launching-speech-commands-dataset.html) "marvin" for ww samples
[Public Domain Sounds Backup](http://pdsounds.tuxfamily.org/) + the other [Google Speech Commands Dataset ](https://ai.googleblog.com/2017/08/launching-speech-commands-dataset.html) + private dataset for nww.
precise 0.3.0
wake_words=1680 not_wake_words=102444 test_wake_words=420 test_not_wake_words=25619
{
"tested_on": "test_set",
"tp": 362,
"tn": 25592,
"acc": 99.72,
"fn": 58,
"fp": 14
}
{
"tested_on": "train_set",
"tp": 1512,
"tn": 102383,
"acc": 99.84,
"fn": 168,
"fp": 0
}

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# Sheila
### sheila-en 20190817
1000 epochs, sensitivity 0.1, batch_size 3000
[Google Speech Commands Dataset ](https://ai.googleblog.com/2017/08/launching-speech-commands-dataset.html) "sheila" for ww samples
[Public Domain Sounds Backup](http://pdsounds.tuxfamily.org/) + the other [Google Speech Commands Dataset ](https://ai.googleblog.com/2017/08/launching-speech-commands-dataset.html) + private dataset for nww.
precise 0.3.0
wake_words=1618 not_wake_words=102506 test_wake_words=404 test_not_wake_words=25635
{
"tested_on": "test_set",
"tp": 356,
"tn": 25618,
"acc": 99.8,
"fn": 48,
"fp": 4
}
Tested on data used for training
{
"tested_on": "train_set",
"tp": 1529,
"tn": 102444,
"acc": 99.91,
"fn": 89,
"fp": 1
}

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