representing on the speech therapy i bad at that we work and in the fall

of two thousand eleven it really is targeted towards children between the three to five

one with a cleft lip or pilot which is basically a notch in the upper

lip or in the room for them out and

one of that side effects of having that is that pronouncing sounds is a great

difficulty for them and possible procedures are surgical procedures a prosthetic and speech therapy which

is where we come in a rap out is designed after i'd how to train

speech therapist would deal with this in which

in which i word is prompted in the child is required to repeat that word

and the speech their pyjamas where that's right around and this process continues to iteration

for different words and phonemes until the correct pronunciations found these were the existing to

have to be looked when we were making is a wrap a does something that

is more than these

because it provides unsupervised feedback and so the child can do it without the strings

for our purpose there and that's a good supplement existing work correctly looking like sars

they say incorrectly the mlp they will be judged to evaluate harshly there's

it is no nothing on the screen that's like is that the strong it'll just

keep going we didn't wanna have a negative feedback is really wants to discourage get

some try at the end it'll give i get like a little like celebration the

results were like avatar that'll dance around for the speech therapist for the

for the parent they can also review statistics on how well the channel is doing

and how well charleston for specific words even so they can look at worse a

specific sounds in it don't know where the target sound or in the word because

that's actually also very important for

although you a nice be certain things depending on where the sound is maybe more

or less people said that only ready us about that longer pronouncing size more accurate

estimate

and so we bailed five different models for comparison of that was all the pronunciations

and we always what we recorded sound we transform it into wave like this with

this time

so some the signal we can compare it to some baseline a and doubt we

have recorded data correct pronunciations about sixty words that are normally most problematic and doubt

that not in the at we are able to from but it for that work

that judge whether it was set correctly or not

so at the end of a day it's you know this may be able to

sit down and applying either applying all a computer science as skills that we've had

not taking all the classes that were taken in gettysburg and trying to change the

world