Precise-Community-Data/sheila/models/README.md

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2019-08-17 19:35:17 +00:00
# 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
}