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Diffstat (limited to 'readme.md')
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1 files changed, 10 insertions, 6 deletions
@@ -54,6 +54,13 @@ We include a pre-trained character-level tokenizer for the german language in th If the path to the tokenizer you specified in the `config.yaml` file does not exist or is None (~), a new tokenizer will be trained on the training data. +## Decoder : +There are two options for the decoder: +- greedy +- beam search with language model + +The language model is a KenLM model and supplied by the multi-lingual librispeech dataset. If you want to use a different KenLM language model, you can specify the path to the language model in the `config.yaml` file. + ## Training the model All hyperparameters can be configured in the `config.yaml` file. The main sections are: @@ -80,10 +87,7 @@ To run inference on a single audio file, run: poetry run recognize \ --config_path="PATH_TO_CONFIG_FILE" \ - --file_path="PATH_TO_AUDIO_FILE" + --file_path="PATH_TO_AUDIO_FILE" \ + --target_path="PATH_TO_TARGET_FILE" -##Changing the decoder : -We give you the option of decoding the emissions with a greedy decoder or a CTC decoder that is supported by a KEN-LM - - to switch go into the config.yaml and change the constant to the fitting option - +Target path is optional. If not specified, the recognized text will be printed to the console. Otherwise, a wer will be computed.
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