openai whisper ASR pytorch to tflite
### Model description

I'm trying to figure out how to create tflite models(int8/float32 ) for OpenAI->Whisper ASR model (Tiny.en.pt)
Somehow below generated tflite file getting crashed while running inference 
https://colab.research.google.com/github/usefulsensors/openai-whisper/blob/main/tinynn_pytorch_to_tflite_int8.ipynb



### Open source status

- [X] The model implementation is available
- [X] The model weights are available

### Provide useful links for the implementation

_No response_
@patrickvonplaten @sgugger @amyeroberts @ArthurZucker :Could anyone of you help me on this ?<|||||>Below notebopok generates tflite file ,however i have not validated with real speech input 
https://colab.research.google.com/github/usefulsensors/openai-whisper/blob/main/tflite_from_huggingface_whisper.ipynb<|||||>Can anyone help me to run inference on this notebook to validate generated tflite file <|||||>@ydshieh Could you please help me to validate  tflite file that got generated using below google notebook 
https://colab.research.google.com/github/usefulsensors/openai-whisper/blob/main/tflite_from_huggingface_whisper.ipynb<|||||>@nyadla-sys The TF Whisper is just released, maybe you can try with it.

However, our team is still working on some TensorFlow model saving issues, so I don't know if the conversion/inference will work out of the box.<|||||>@ydshieh ran inference on converted tflite file and it doesn't work.<|||||>@ydshieh 
I could generate encoder int8 tflite model from openai->whisper(pytorch) and ran inference.
https://colab.research.google.com/github/usefulsensors/openai-whisper/blob/main/notebooks/generate_tflite_from_whisper.ipynb
can someone help me to generate int8 decoder tflite model from openai->whisper(pytorch) and run inference?