SO I'LL READ THAT INTO UM I'LL MAKE IT PART OF THE GET MEASURE THING SO YOU CAN JUST GET IT WITH A FLAG USING GET MEASURE OKAY YEAH THE ONE WHERE WE CURRENT ONE IS UM THE WELL I'VE CALLED IT WORD IMPORTANCE BUT THAT'S A REALLY M MISLEADING NAME SO BASICALLY A CONSTANT LIKE THAT'S JAVA'S TYPE OF A CONSTANT AND GIVE THEM NAMES LIKE SO ZERO T. D. I. D. F. ONE THAT PROBABLY MAKES THE CODE A LOT MORE READABLE FOR EVERYBODY WHO'S PLAYING AROUND WITH IT YOU KNOW YOU KNOW WHAT I MEAN SO JUST LIKE WHATEVER THREE MEANS AGREEMENT VALUE AND THEN I'D JUST WRITE SOMETHING AGREEMENT AND THEN IT'S EASIER TO UNDERSTAND FOR BOTH OF US WHAT'S GOING ON YEAH OKAY UM ONE PROBLEM I USED TO HAVE IS WITH ALL THE YEAHS BECAUSE I MEAN OBVIOUSLY THEY ALL WRITE IT THE SAME SO UM I WAS THINKING PERHAPS AT LOOKING UM AT THE UM ACOUSTIC MEASURES I HAVE SO FOR EXAMPLE AT MY F. ZERO UM DEVIATION BUT UM YEAH BY NOW I JUST HAD A LOOK AT THE YEAH DATA UM AND ACTUALLY THE AVERAGE F. ZERO DEVIATION IS ONLY SLIGHTLY HIGHER FOR THE POSITIVE ONES THAN FOR THE NEGATIVE ONES I MEAN THERE IS A P DIFFERENCE BUT IT'S PROBABLY NOT SIGNIFICANT ENOUGH TO REALLY MAKE USE OF IT BUT I PERHAPS INVESTIGATE SOME TIME STILL TO YEAH YEAH SO AND I TH MY MY HYPOTHESIS WAS THAT IF IT'S REALLY YEAH UH LIKE AGREEMENT IT WILL SOUND DIFFERENT THAN IF IT THAN INTO IF IT IS JUST A BACK CHANNEL BUT YOU KNOW WHAT I THINK WE SHOULD PUT THE THRESHOLD FOR THAT ONE IN THE END QUITE HIGH ANYWAY SO PROBABLY IT DOESN'T MAKE MUCH OF A DIFFERENCE BECAUSE I THINK THIS THING NO BUT LIKE YOU HAVE IT ALSO WITH WORDS THAT ARE MUCH HIGHER RANKED YOU HAVE THE SAME PROBLEM LIKE FOR EXAMPLE WITH YEP IS MUCH HIGHER RANKED BECAUSE IT OCCURS LESS OFTEN UM IN THE TRAINING THING BUT I MEAN THE FACT THAT DIFFERENT ONES HAVE THE SAME NUMBER IN ITSELF ISN'T A PROBLEM IS IT NO UM IT'S ONLY IF THEY'RE USED IN DIFFERENT CONTEXTS SO IF IF FOR EVERY YEP YOU'D BE SURE THAT IT'S AN AGREEMENT THAN THAT WOULDN'T BE A PROBLEM SO YOU'RE SAYING THAT YOU'RE NOT SURE IF EVERY YEP IS AN AGREEMENT OR YES I B YEAH I KNOW THAT NOT EVERY YEP IS AN AGREEMENT BECAUSE Y UM THIS RIGHT YEP AND OKAY THINGS ARE TYPICALLY ALSO BACK CHANNELS 'CAUSE IF IT'S BELOW ABOUT 'CAUSE I SAW THERE'S ONES UP IN THE EIGHTIES WASN'T THERE IF IT'S BELOW LIKE FIFTY IT'S PROBABLY OR EXACTLY NO THEY'RE ALL BUT ONE 'CAUSE WE ON THE DISPLAY WE PROBABLY TAKE QUITE HIGH SO IT'D ONLY MATTER IF IT OCCURS ON ONES THAT ARE REALLY HIGHLY RANKED NOW THIS IS LIKE SO THE THIRD COLUMN IS THE UTTERANCE WHERE IT OCCURS RIGHT OKAY SO W I THINK WE REALLY DO HAVE TO PUT THE THRESHOLD QUITE QUITE HIGH THEN BECAUSE YES 'CAUSE IT I WAS JUST I WAS JUST CHECKING YOU KNOW LIKE HOW FAR APART ARE THEY AND AT THE MOMENT THAT'S DEFINITELY NOT A GOOD THING TO DISPLAY IF THEY'RE LIKE AN AVERAGE TEN TEN UTTERANCES APART OR SOMETHING YEAH SO WE WANT PROBABLY WANT TO TAKE A THRESHOLD AT LEAST OF FIFTY OR SIXTY JUST AS A LOOKING AT THAT I THINK FOR THIS MEETING UM THERE WERE UM WHAT WAS IT LIKE AR AROUND SI OR NINETY ANNOTATED AGREEMENTS OR YEAH AG AGREEMENT DIALOGUE ACTS MM-HMM TO WE PROBABLY WON'T WANT TO DISPLAY NINETY WE'D WANT TO RATE THEM AS HOW IMPORTANT THEY WERE WOULDN'T WE I MEAN THE B THE BEST ONES ARE DEFINITELY THOSE ON THE FIRST SCREEN HERE SO IT COULD JUST YEAH AND SEE HOW IT TURNS OUT YOU KNOW IN THE END IT THIS IS GONNA LI I MEAN WE'RE GONNA PRESENT IT AND SAY YEAH SO THIS OUR IT SHOWS DISAGREEMENTS AND THEN WE SEE WHAT WHAT LOOKS GOOD AND WHAT LOOKS I THINK PROBABLY IT LOOKS CREDIBLE IF LIKE AN U IF EVERY SORT OF EVERY TOPIC SEGMENT HAS UM W YEAH OR LIKE OR LIKE SOMETHING IN BETWEEN THE THREE AND AND FIVE AGREEMENTS BUT NOT MORE OR PROBABLY MAYBE LESS BUT NOT MUCH LESS AND ACTUALLY THE I THINK THERE DOESN'T HAVE TO BE ONE IN EVERYTHING YEAH PROBABLY HAVE TO PLOT THEM 'CAUSE SOME OF THEM ARE ALSO I MEAN THIS IS JUST ADDED BY DIFFERENT SPEAKERS FOR EXAMPLE THEY ARE IMMEDIATELY FOLLOWING ONE ANOTHER BUT IT'S JUST TWO SPEAKERS AGREEING I THINK SAME FOR THIS ONE HERE FOR THESE TWO HERE I MEAN THEY THEY WILL BE OPTICALLY MERGED ANYWAY YEAH N YES BUT MAYBE IN AN EXPENSIVE WAY OR MAYBE IN A STUPID LOOKING WAY THOUGH UM YEAH D I'M YEAH I WAS JUST THINKING THAT IT CAN ACT IT CAN PROBABLY BE DONE ON DISPLAY LEVEL YEAH OKAY THAT WAS JUST WHAT I THIS ONE CRASHED MINE JUST CRASHED I THINK WHICH IS BAD IT PROBABLY JUST IT KEPT ON PLAYING AND NOW REACHED SOME WHATEVER I THINK IT'S ALWAYS REALLY FUNNY THAT WHEN YOU LOOK AT PEOPLE'S COMPUTERS WHO DON'T USE THE COMPUTER MUCH THEIR DESKTOP'S REALLY TIDY AND WHEN YOU WORK WITH PEOPLE WHO USE IT ALL THE TIME THERE'S STUFF EVERYWHERE SO MINE'S LIKE THAT AS WELL YEAH MY GOD BUT ACTUALLY THIS ALL HERE IS N. L. S. S. D. BECAUSE IT WAS DATA A. THAT DIDN'T FIT ON MY UM QUOTA ANYMORE OKAY SO TOBY YOU WANTED TO UH HAVE KEYWORDS FOR EACH TOPIC SEGMENT OR SOMETHING UM WHO WOULD UH WHO UH PROVIDES THE VALUES FOR THAT YEAH I THINK SORT OF THE BOTTOM LINE AND WHICH MIGHT WELL END UP WHAT IT'S GONNA BE LIKE IS THAT WE TAKE THE SINGLE HIGHEST RANKED UTTERANCE AND PUT THAT AS A T AS A TITLE LIKE REALISTICALLY LOOKING AT THIS FROM THE THE TIME WE HAVE LEFT TO DO THIS AND STUFF BECAUSE WHAT I DO IS UM HAVING UM VALUES FOR EACH SEGMENT AT THE MOMENT SO I COULD JUST EXTRACT THE HIGHEST ONES FOR EACH SEGMENT I DON'T KNOW IF THAT'S GOOD OR BAD IT COULD BE AT LEAST I COULD PROVIDE SOME VALUE YEAH YEAH MAYBE EVEN ON A S ON A SING LIKE I IS THAT ON A R LIKE IS THAT ON A WORD BASIS WOULD THAT BE SINGLE WORDS OR WOULD THAT BE 'CAUSE BE CHECK OUT WHAT THEY WOULD BE LIKE ON A WORD BASIS MAYBE ACTUALLY IF IT IF THERE'S ONE WORD WHICH IS VERY TYPICAL I MEAN IT'S PROBABLY SOME WORD LIKE UH BECAUSE THAT'S LIKE THE ONLY TIME THAT UH WAS SPELLED WITH THREE A. AND STUFF I THINK THAT ACTUALLY THAT MIGHT BE A PROBLEM OF THE WHOLE UM ANNOTATION THAT IF THEY AREN'T EXACTLY CONSISTENT IN HOW THEY DESCRI UH TRANSCRIBE STUFF LIKE THAT THEN WE PROBABLY CAN'T YEAH 'CAUSE THAT'S WHEN WE'RE THINKING SOMETIMES LIKE WHY IS MM HIGH