bengaliAI
/

BanglaConformer

Automatic Speech Recognition

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appledora commited on Oct 13, 2023

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@@ -27,7 +27,7 @@ pip install torchmetrics==0.9.2
 After installing the required dependencies, download the .nemo file or the pretrained model to your local directory. you can instantiate the pretrained model like following:
 ```python
 import nemo.collections.asr as nemo_asr
-asr_model = nemo_asr.models.EncDecCTCModelBPE.restore_from(restore_path="<MODEL PATH>")
 ```
 ## Data Preprocessing
 Prior to feeding the input audio to the pretrained model for training or inference, we need to resample the audio to **16KHz**. We can achieve that using the `sox` library :

 After installing the required dependencies, download the .nemo file or the pretrained model to your local directory. you can instantiate the pretrained model like following:
 ```python
 import nemo.collections.asr as nemo_asr
+asr_model = nemo_asr.models.EncDecCTCModelBPE.from_pretrained("bengaliAI/BanglaConformer")
 ```
 ## Data Preprocessing
 Prior to feeding the input audio to the pretrained model for training or inference, we need to resample the audio to **16KHz**. We can achieve that using the `sox` library :