transcribe multilanguage in multilingual model
I took a multilingual pretrained english model and wanted to fine-tune it for ASR task on english and arabic together at once. I used a tokenizer that contains both English and arabic manifest.

Can this https://github.com/NVIDIA/NeMo/blob/main/examples/asr/conf/conformer/multilang/conformer_ctc_bpe_multilang.yaml
Setting give results like this if yes then how. I was not able to find one.
I want the transcription to be:
مرحبًا ، أريد apple لذيذة

I've checked the tutorial file https://github.com/NVIDIA/NeMo/blob/main/tutorials/asr/Multilang_ASR.ipynb but in this tutorial in the inference, it is a sample just for english and the other one is just for spanish. In fact it doesn't have an inference that transcribe a multi-languange like I said.

How one can do code switching? I wanna transcribe an audio file that a person speak in english and arabic simultaneously? 