November 2018
Intermediate to advanced
322 pages
7h 54m
English
Content preview from TensorFlow Machine Learning Projects
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Google Speech Commands Dataset
The Google Speech Commands Dataset was created by the TensorFlow and AIY teams to showcase the speech recognition example using the TensorFlow API. The dataset has 65,000 clips of one-second-long duration. Each clip contains one of the 30 different words spoken by thousands of different subjects.
The Google Speech Commands Dataset is available from the following link: http://download.tensorflow.org/data/speech_commands_v0.02.tar.gz.
The clips were recorded in realistic environments with phones and laptops. The 35 words contained noise words and the ten command words most useful in a robotics environment, and are listed as follows:
- Yes
- No
- Up
- Down
- Left
- Right
- On
- Off
- Stop
- Go
More details on how the speech dataset ...
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