Paper: https://arxiv.org/abs/1803.10916
Data: http://download.tensorflow.org/data/speech_commands_v0.01.tar.gz
Build container:
./docker/build.sh <container>
Run container:
./docker/run.sh <container> <port>
Stop container:
./docker/stop.sh <container>
Init project module:
./scripts/init_module.sh
Download training data:
./scripts/download_data.sh
Download model checkpoint:
./scripts/download_model.sh
Start training process:
./scripts/train_model.sh
Model inference, this one is configured to process example.wav file. Output probabilities are plotted in example_probs.jpg file:
./scripts/test_model.sh
Here is an example of model probs for example.wav. This audio contains the following spoken text: "Hello, dear Sheila! This message was recorded to you by Marvin himself".
