Hello Nicolas,
As per my understanding, you want to detect misspelling in a single word and return the correct spelling. This can be done without using neural networks, with the help of “correctSpelling” function. This would return the correct spelling of a word (string) that is passed as input. Note that, the ‘language’ input argument should be set as ‘en’ denoting English language.
newStr = correctSpelling(str,'language','en');
This can also be achieved by using shallow neural networks specifically using a feedforward neural network ‘feedforwardnet’. You must first create a dataset that contains the wrong spelling and corresponding correct spelling and use it for training the network using the ‘train’ function.
You can refer to the following documentation to understand more about “correctSpelling” function.
You can refer to the following documentation to understand more about ‘feedforwardnet’.
Hope this helps!
