How can i create New model by using my very own dataset.

I have Tamil and English dataset i download is from some websites. Both dataset has ".wav" file and its transcription ".txt" text. I need to train the model which is perform both Tamil and English language if it is possible. If it's possible let me know the procedure to create the model. what are the requirements it's needed. thanks in advance.