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hey friends welcome to one little coder automatic speech recognition asr as we say is not easy its not very easy for anyone to do it like how you do nlp so for nlp you have a bunch of libraries like hugging face you just import it and then in a few lines of code you actually can have a state of the art model in place but thats not the case with asr and that is about to change because hugging face has been recently working on the wave to viktor model from facebook a it came as part of their transformers library but recently patrick von patten released a nice tutorial of how you can fine tune xlsr wave to victor mod model for languages with the less resources so you can actually take that existing xlr excel lesson wave to victor model and then fine tune it at a checkpoint uh for a language which has less uh audio resources and that model still works fine so we will see very briefly about um what the you know um briefing details and then well just jump straight ahead and to see how to