Spanish datasets missing

How can I improve/fine-tune speechbrain pre-trained model with additional language speeches in particular Spanish ???

Hi, well it always is a matter of data. You should try to crawl all the existing dataset of labelled speech for spanish. Then, you can start from SSL models like w2v2 models and fine tune on these data. You should already get a pretty good WER out of that.