Precise-Community-Data/marvin/models/README.md
2019-08-17 20:35:17 +01:00

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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
}