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@@ -156,7 +156,7 @@ pip install nemo_toolkit['all']
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  ## NVIDIA Riva: Deployment
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- [CTC-based Conformers](https://huggingface.co/nvidia/stt_en_conformer_ctc_large) are supported by Riva today. This model, as well as other RNNT-based models will be supported by the future version of [NVIDIA Riva](https://developer.nvidia.com/riva).
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  ## How to Use this Model
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@@ -182,9 +182,7 @@ asr_model.transcribe(['2086-149220-0033.wav'])
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  ### Transcribing many audio files
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  ```shell
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- python [NEMO_GIT_FOLDER]/examples/asr/transcribe_speech.py \
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- pretrained_name="nvidia/stt_en_conformer_transducer_xlarge" \
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- audio_dir="<DIRECTORY CONTAINING AUDIO FILES>"
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  ```
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  ### Input
 
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  ## NVIDIA Riva: Deployment
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+ [CTC-based Conformers](https://huggingface.co/nvidia/stt_en_conformer_ctc_large) are supported by Riva today. This model, as well as other RNNT-based models, will be supported by future versions of NVIDIA Riva.[NVIDIA Riva](https://developer.nvidia.com/riva).
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  ## How to Use this Model
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  ### Transcribing many audio files
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  ```shell
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+ python [NEMO_GIT_FOLDER]/examples/asr/transcribe_speech.py \n pretrained_name="nvidia/stt_en_conformer_transducer_xlarge" \n audio_dir="<DIRECTORY CONTAINING AUDIO FILES>"
 
 
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  ```
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  ### Input