DeepSpeech client

A client for running queries on an exported DeepSpeech model.

Requirements

Create a symbolic link in the Tensorflow Serving checkout to the deepspeech client directory.

cd serving
ln -s ../DeepSpeech/client ./deepspeech_client

If you haven't already, you'll need to build the Tensorflow Server.

bazel build -c opt //tensorflow_serving/model_servers:tensorflow_model_server

Then you can build the DeepSpeech client.

bazel build -c opt //deepspeech_client

Start a server running an exported DeepSpeech model.

bazel-bin/tensorflow_serving/model_servers/tensorflow_model_server --port=9000 --model_name=deepspeech --model_base_path=/path/to/deepspeech/export

Now run the client.

bazel-bin/deepspeech_client/deepspeech_client --server=localhost:9000 --file=/path/to/audio.wav