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 is prepared can be found in the following links:
