THIS IS FROM OUR TIME SEGMENT F HERE TO THIS TIME SEGMENT THERE SO WE TAKE THE SOME OF THOSE AND DIVIDE THEM BY BY THE NUMBER OR SOMETHING CREATE THE AVERAGE AND PUT IT IN AS THE VALUE FOR THE SEGMENT YOU KNOW WHAT I MEAN YEAH BUT HOW CAN WE GET TO KNOW WHAT MAKES SENSE AS A A FUNCTION FOR JOINING EVERYTHING TOGETHER MIGHT BE DIFFICULT TO FIND THAT OUT YEAH BECAUSE WE DON'T HAVE A USEFUL WAY OF AUTOMATICALLY EVALUATING UM WE DON'T HAVE A WAY OF USEFULLY EVALUATING AUTOMATICALLY WHAT'S GOOD AND WHAT'S BAD SO IT'S IT'S PROBABLY ALWAYS GONNA BE A QUESTION OF LOOKING AT IT AND SAYING OKAY LIKE RUNNING IT WITH DIFFERENT DIFFERENT FACTOR LOADINGS AND SEEING OKAY THIS WAY IT WORKS THIS WELL AND THIS WAY IT WORKS THAT WELL YEAH PROS UM BUT YOU PROPOSED UM WE WE SHOULD BREAK THAT DOWN TO HAVE UM THE SMALLEST UM SMALLEST UM UNITY UM OF TIME DURATION SHOULD BE ONE WORD I MEAN THAT WOULD BE BECAUSE THAT WOULD BE WHAT NATURALLY CAME OUT OF HER THING AND YEAH SURE BUT I COULD THEN IF I IF I HAVE UM THE VALUE FOR A SEGMENT I WOULD PERHAPS JUST GIVE ALL THE IMPORTANT WOR OR MM YEAH NO YES YEAH SO MM-HMM AND THEN YOU WOULD MAP YOUR INFORMATION ONTO INDIVIDUAL WORDS YEAH I WOULD SAY THAT SOMEONE HAVE TO BREAK IT DOWN AYE I WOULD PROBABLY SOMEHOW HAVE TO BREAK IT DOWN TO TO THAT LEVEL YEAH WOULD YOU BE ABLE TO FIND OUT WHICH WORD THAT IS AND YES SURE 'KAY AND AND THEN WE COULD HAVE LIKE SOME TYPE OF JUST POINT IN THE END WHERE THE ONE SCORES FROM THE ALL THE INDIVIDUAL WORD CELLS GET MULTIPLIED ALL WITH LIKE FOR EACH UTTERANCE OR WHATEVER YOU HAVE GET ALL MULTIPLIED WITH THE SAME VALUE ALL THE ONES THAT ARE WITHIN THAT UTTERANCE THAT'S SORT OF THE COMBINATION OF OF THE TWO SCORES YEAH PROBABLY SOMEHOW IT SHOULD WORK THAT WAY AND THEN WE'D HAVE TO GO BACK AGAIN AND THEN PUT THAT BACK INTO THAT SEGMENT MODE HERE MM SO THAT WE BECAUSE IN THE END WE DON'T WANT IT ON A PER WORD BASIS BUT PROBABLY ON A PER SEGMENT BASE YEAH BUT THEN OKAY BUT TH AT THAT MOMENT IT WOULD BE BETTER FOR ME TO JUST MAKE IT ON A PER SEGMENT BASIS RIGHT WAY AND LET HER ADAPT IT ALSO TO THE SEGMENT BASIS ARE ABLE TO YEAH WELL I THINK THAT'S PROBABLY BACK WHERE WE STARTED AT THIS BUT YOU SAID IT WI BUT YOU SAID IT'S MORE COMPLICATED BECAUSE YOUR SEGMENTS AREN'T THOSE SEGMENTS EXACTLY SOMETIMES THEY'RE TWO SEGMENTS AND ONE WITH A GAP IN BETWEEN BUT UM THE HAVE UM TH TH THEY DON'T OVERLAP HMM AND THEIR SEGMENTS DO OVERLAP NO NO THEY DON'T BUT UM UM THEY'RE I MEAN MY SEGMENTS OVERLAP IN THE SAME WAY AS THEIRS DO BUT SOMETIMES I HAVE UM SPLIT ONE OF THE SEGMENTS INTO TWO SEGMENTS BUT IT'S EASY TO MATCH THE START AND END TIMES TO MAP IT TO THEIR SEGMENTS I UH HOPE SO YEAH MM WELL I GUESS I MEAN FOR YOU IF YOU KNOW FOR EACH WORD IF YOU FIND THAT OUT THEN IT HAS TO BE POSSIBLE BECAUSE IF WE KNOW SORT OF THIS IS GOING FROM WORD TO WORD OR IT THIS IS GOING FROM TIME TO TIME AND THEN THERE HAS TO BE A WAY THEN FOR YOU SAY OKAY THIS CONCERNS THESE FOLLOWING WORDS AND THEN JUST MAKE MAKE A SIMPLE MEAN OVER THEM I THINK AN INTERESTING THING IS IF WE DON'T COMBINE YOUR TWO SCORES IN THE IN THE X. M. L. FILE YOU HAD BUT IF WE DO THAT IN THE SOFTWARE THEN WE CAN PROBABLY MAKE WAYS OF PLAYING WITH IT IN THE SOFTWARE AND SORT OF L YOU KNOW LIKE ADAPTING SOME SORT OF CONTROL LIKE PLAYING AROUND WITH LOOK LIKE IT'S PLAYING WITH DIFFERENT WEIGHTINGS FOR THAT THE UTTERANCE BASED ONE VERSUS THE WORD BASED ONE AND SORT OF LOOK AT IT DYNAMICALLY YOU KNOW WHAT I MEAN LIKE PLAYING AROUND SORT OF FIGURING OUT WHAT'S THE BEST WAY OF COMBINING THEM BY PLAYING AROUND AND LOOKING AT THE RESULTS WE COULD EVEN YEAH WE COULD EVEN HAVE A LOOK AT OUR DIFFERENT MEASURES IF THEY UM COME UP WITH THE SAME SAME KINDS OF YEAH WE'D JUST PLACE THEM IN DIFFERENT WAYS AND THEN SEE HOW THEY INTERACT WITH EACH OTHER OKAY YEAH SO DO YOU THINK Y LIKE BOTH OF YOU THEN CAN MAP SOMETHING ONTO THEIR SEGMENTS LIKE JUST EACH OF YOU PROVIDE ONE VALUE LIKE DOUBLE VALUE OR WHATEVER LIKE ONE DECIMAL VALUE OR WHATEVER ONTO ONTO EXACTLY THEIR SEGMENTS UH I THINK IF I CAN PROVIDE SOMETHING FOR THE WORDS AS THEY ARE IT'S STATED FROM WHERE TO WHERE THE SEGMENTS GO IT SHOULD BE UH SHOULD BE POSSIBLE YEAH SO IT MUST SHOULD BE POSSIBLE YEAH HMM YEAH UH HOW MUCH EASIER WOULD IT BE IF WE TRULY UNDERSTOOD THIS SO MM-HMM 'KAY I MIGHT JUST CHANGE MY ORDER OF IN WHICH I DO THINGS AND LIKE FORGET MY LATENT SEMANTIC ANALYSIS STUFF UNTIL THE WEEKEND AND TRY TO REALLY MAKE SENSE OF THE OF THE NITE DATA SYSTEM NOW SO THAT MAYBE AS SOON AS I'VE UNDERSTOOD THAT WE FIND WAYS OF DOING THAT IN WITHIN THE NITE FRAMEWORK ALREADY SO THAT WE DON'T MANUALLY HAVE TO PARSE TIMES AND ENTIRE THINGS TOGETHER YOU MEAN BY MATCHING STRINGS OR WHAT WELL AT THE MOMENT WHAT YOU WOULD DO LIKE TO TO SOLVE THIS PROBLEM IS YOU WOULD SORT OF LIKE WRITE SOME PERL SCRIPT OR SOMETHING THAT GETS THIS TIME VALUE OUT OF HERE AND OKAY MM-HMM MM-HMM SO PROVIDED THAT YOU GET YOUR WORDS IN THE RIGHT ORDER DO YOU THINK IT IS AN EASY TASK FOR YOU TO IT IT'S A F RELATIVELY FEASIBLE TASK FOR YOU TO TO GET JUST A SINGLE VALUE PER SEGMENT I THINK THAT SHOULD BE POSSIBLE I DON'T KNOW HOW LONG IT TAKES ME BUT OKAY AND YOU SAY YOU THINK YOU'RE ABLE AS WELL TO MAP ONTO THOSE SEGMENTS YEP SHOULD BE POSSIBLE VALUE A. AND VALUE B. BOTH AS ATTRIBUTES FOR MM FOR THIS AND THAT WE COULD LOAD INTO A PROTOTYPE AND SEE WHAT TYPES OF DISP WHAT WAYS OF DISPLAYING THIS INFORMATION ARE THERE YEP YEAH I HOPE TO HAVE SOME VALUE QUITE SOON BUT UM I JUST WORKED UM I MEAN I JUST CALCULATED THE VALUES VALUES FOR UM THE AVERAGE F. ZEROS AND UM THEY'RE WHAT'S C I MEAN I DIDN'T HAVE A LOOK AT THE DATA YET BUT UM THEY VARY QUITE WIDELY EVEN FOR THE SAME SPEAKER ACROSS MEETINGS SO ONE SPEAKER HAD UM AN AVERAGE OF ABOUT A HUN ONE HUNDRED UM IN ONE MEETING AND ONE HUNDRED SIXTY IN ANOTHER MEETING THAT'S REALLY THAT'S STRANGE I MEAN PERHAPS IT'S BECAUSE OF LAUGHTER OR SOMETHING THAT'S WHAT I WAS THINKING BUT I DIDN'T HAVE