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Update README.md

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@@ -26,11 +26,11 @@ The model uses an ASR model trained on LibriSpeech ([`speechbrain/asr-crdnn-rnnl
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  You can try the model on the `example_fsc.wav` file included here as follows:
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  ```
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- >>> from speechbrain.pretrained import EndToEndSLU
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- >>> slu = EndToEndSLU.from_hparams("/network/tmp1/ravanelm/slu-direct-fluent-speech-commands-librispeech-asr")
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- >>> # Text: "Please, turn on the light of the bedroom"
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- >>> slu.decode_file("/network/tmp1/ravanelm/slu-direct-fluent-speech-commands-librispeech-asr/example_fsc.wav")
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- '{"action:" "activate"| "object": "lights"| "location": "bedroom"}'
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  ```
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  ### Inference on GPU
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  To perform inference on the GPU, add `run_opts={"device":"cuda"}` when calling the `from_hparams` method.
@@ -69,7 +69,7 @@ title = {SpeechBrain},
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  year = {2021},
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  publisher = {GitHub},
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  journal = {GitHub repository},
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- howpublished = {\url{https://github.com/speechbrain/speechbrain}},
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  }
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  ```
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  You can try the model on the `example_fsc.wav` file included here as follows:
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  ```
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+ from speechbrain.pretrained import EndToEndSLU
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+ slu = EndToEndSLU.from_hparams("/network/tmp1/ravanelm/slu-direct-fluent-speech-commands-librispeech-asr")
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+ # Text: "Please, turn on the light of the bedroom"
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+ slu.decode_file("/network/tmp1/ravanelm/slu-direct-fluent-speech-commands-librispeech-asr/example_fsc.wav")
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+ >>> '{"action:" "activate"| "object": "lights"| "location": "bedroom"}'
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  ```
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  ### Inference on GPU
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  To perform inference on the GPU, add `run_opts={"device":"cuda"}` when calling the `from_hparams` method.
 
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  year = {2021},
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  publisher = {GitHub},
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  journal = {GitHub repository},
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+ howpublished = {\\url{https://github.com/speechbrain/speechbrain}},
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  }
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  ```
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