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Bemused Client

Streaming TFLite-based keyword detector.

New models can be trained with https://github.com/google-research/google-research/tree/master/kws_streaming

Dependencies

  • Python 3.7 or higher
  • Tensorflow 2.4
  • sounddevice

Model Format

Models should be placed in a directory with:

  • model.tflite - the streaming TFLite model file
  • config.json - JSON configuration for bemused

Model Configuration

Below is a sample configuration for a "raspberry" keyword:

{
    "sample_rate": 16000,
    "num_channels": 1,
    "block_ms": 20,
    "keyword_labels": [
        "raspberry"
    ],
    "all_labels": [
        "_silence_",
        "_unknown_",
        "raspberry",
        "_not_kw_"
    ]
}

Usage

$ python3 -m bemused_client /path/to/model/directory

See bemused_client --help for more options

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