- version1: https://ai.googleblog.com/2017/08/launching-speech-commands-dataset.html
- version2:
wget http://download.tensorflow.org/data/speech_commands_v0.02.tar.gz
https://github.com/snipsco/keyword-spotting-research-datasets
tensorboard --logdir=<log dir>
- train acc: 0.9447739768695322
- dev acc: 0.9431462125379703
- test acc: 0.9365293720459149
- train acc: 0.9701254028872457
- dev acc: 0.9686191968236504
- test acc: 0.9615124915597569
- train acc: 0.9627312369654126
- dev acc: 0.9620655839651749
- test acc: 0.9540850776502363
- train acc: 0.9113783483654289
- dev acc: 0.9102585567700734
- test acc: 0.9140220571685798
- train acc: 0.9530619430676309
- dev acc: 0.9516132890047597
- test acc: 0.9450821516993023
- train acc: 0.9429863763170012
- dev acc: 0.9415197684709034
- test acc: 0.9419311276164753
- train acc: 0.8374908588608109
- dev acc: 0.8369011456863354
- test acc: 0.8505514292144947
- train acc: 0.9124617426396902
- dev acc: 0.9103810076394933
- test acc: 0.8936170212765957
- train acc: 0.829446656374421
- dev acc: 0.8299245720916739
- test acc: 0.8279459901800328
- train acc: 0.7669077218926897
- dev acc: 0.7701624601102408
- test acc: 0.7700490998363339
- train acc: 0.5886351940629994
- dev acc: 0.5926651194275215
- test acc: 0.6121112929623568
- train acc: 0.8917959968581566
- dev acc: 0.8924910550236921
- test acc: 0.8056464811783961
- train acc: 0.8786056715690258
- dev acc: 0.8808142346001354
- test acc: 0.8966857610474632
- train acc: 0.8433953576555347
- dev acc: 0.8475485929794023
- test acc: 0.877454991816694
- train acc: 0.9132472034885296
- dev acc: 0.9126776907455758
- test acc: 0.9065057283142389
- train acc: 0.9036320793044609
- dev acc: 0.9034184314863166
- test acc: 0.9095744680851063