MIGHT BE LEFT OR RIGHT EVERYTHING THERE BUT NOT THE WHOLE CONTEXT BECAUSE IT'S IT'S A FACT THAT WHEN YOU ARE HAVING ONE UTTERANCE SO IT ONE UTTERANCES LINK UP FULL SENTENCE OR SOMETHING AND THERE MIGHT NOT BE MUCH BREAKS IN IT SO IN THAT SENSE IT DOESN'T MAKE SENSE THAT YOU ARE GOING TOO MUCH IN THE PAST AND THEN YOU ARE TRYING TO COMPUTE SOMETHING WHICH IS NOT RELATED YEAH B WELL EVEN THEY CAN HAVE SOME INFORMATION WHICH ARE NOT SO MEANINGFUL OR UH WHICH ARE NOT RELATED YEAH WELL BUT THEN I WILL HAVE THE PROBLEM TO FIND THE OPTIMUM AMOUNT OF CONTEXT HOW MUCH CONTEXT SHOULD I TAKE KIND OF LET'S SAY IDEA IS USUALLY HUNDRED MILLISECONDS OR ONE SECOND MM-HMM SO BUT FOR NUMBERS I THINK IT MAY BE OKAY NUMBERS HARDLY YEAH ONE TWO EVEN LESS THAN THAT YEAH JUST FEW WORDS LIKE SO BUT IF FOR OR SOMETHING LIKE IF IT'S REALLY LONG SENTENCE OF TEN SECONDS OR SOMETHING YOU MAY NOT REALLY NEED SO MUCH CON I KNOW IT'S REALLY COMPUTATIONALLY VERY INTENSIVE ALSO LIKE IF YOU USE OKAY YEAH THAT'S A GOOD IDEA THAT'S REASONABLE OKAY SO WHEN WE ARE TALKING ABOUT THEM THEN MY STORY THEY ARE THE WORST I THINK YEAH I CANNOT GENERATE POSTERIORS SO THERE IS I DON'T HAVE THE C. FILES ALSO PRESENTLY WITH ME MM-HMM YEAH NO MY SAID THAT ENOUGH IS ENOUGH AND WHAT COULD HAPPEN IF YOU DON'T EVEN HAVE YOUR YEAH IT WAS IT WAS PRETTY SCARY BUT LET'S SEE WHAT HAPPENS YES N YEAH I UH FOR C. T. S. PETR UH STILL I THINK HAVE HE DIDN'T UH LOSE ANYTHING SO NO NO NO NO NO I UH PROBABLY MIGHT BUT YOU GOT THE ALL THE WAV FILES SO SO SO THE ONLY THING IS THAT I CAN RECOVER IT BACK FROM BERKELEY YEAH YEAH SO IF HE GOT FEATURES THEN IT'S OKAY OTHERWISE IF HE HAS TO GENERATE AGAIN HE CAN'T GENERATE YEAH HE'S HAVING ONLY THE RESULTS WITH HIM HE DOESN'T HAVE THE FILES THE REAL THE REAL S ONES I CAN PUT ALL THE SYSTEM BACK HERE BUT UH BUT THE P EVERYBODY HAS FEATURES IN TEMP ONLY MOST OF THE TIME ALL THE C. T. S. FEATURES OR C. T. S. WAV FILES SO SO FORGET ABOUT C. T. S. AT LEAST NOW I THINK BECAUSE IT'S AGAIN IT TAKES AT LEAST ONE OR TWO WEEKS THE ONLY THING IS THAT I HAVE TO DO IS THAT THEY HAVE UH DATA IN UH ONE PARTICULAR STRUCTURE SO I HAVE TO FIRST OF ALL YOU KNOW ORGANISE CREATE TAR FILES AND THEN I CAN GET IT BACK HERE BUT YOU SAY DO YOU NEED TO DO SOME SEGMENTATION ALSO ON TOP OF THAT SO AND THEN YOU HAVE TO GET THE L. P. P. L. P. FEATURES AND YEAH THAT I CAN GET ALL THOSE THINGS ALL TH ALL THOSE M YEAH YEAH BUT THE THOSE FILES CAN BE RECOVERED EASILY ONLY THING IS THAT UH NOW IF THEY HAD TO SAY THAT WE CANNOT RECOVER IT YEAH THE WE CAN WAIT AT LEAST ONE OR TWO WEEKS FOR THIS BECAUSE IT'S IF THEY CANNOT RECOVER IT THEN I CAN JUST GET ALL THE DATA FROM ICSI AND PUT BACK THE C. T. S. SYSTEM NO WE CANNOT DO SO MAYBE WE CAN CONCENTRATE WORK ESPECIALLY ON NUMBERS NOW AND THEN WE CAN GO TO C. T. S. SO IN NUMBERS CASE WHAT DO YOU REALLY NEED LIKE MM JUST UH PO UH PI UH POSTERIOR ESTIMATED USING P. L. P. FEATURES FOR NUMBER WHICH I THINK WE CAN WE CAN RATE IT MM-HMM MM-HMM YEAH P. L. P. NUMBERS NINETY FIVE DATABASE IS THERE FINE YEAH P. L. P. S EVERYTHING THAT AND UH IF IF YOU REALLY ASK ME EVEN THE STRUCTURE WHICH WAS THERE REAL EVERY POINT BY POINT HOW P. L. P. IS WELL GENERATED THAT INFORMATION IS ALSO NOT THERE YEAH BUT THE PARAMETERS WHICH ARE EXACT MM BUT AT LEAST YOU F YEAH YEAH THAT YOU CAN DEL MM-HMM OKAY SO IT'S IT'S PRETTY PRETTY HOL HOLDING IS STUPID WHETHER WE CAN REPLICATE THE RESULTS WHATEVER RESULTS YOU ARE SHOWING WHETHER WE CAN REPLICATE THEM OR NOT PRESENTLY IT'S IT'S NOT KNOWN BUT AT LEAST YEAH YOU HAVE SOMETHING TO VERIFY THEIR WA SO SO P. L. P. S OR THESE ARE ALL THIRTEEN JUST ONLY P. L. P. S NOT DELTAS AND DEL UH NOWADAYS NOT THAT ONE THERE IS ANOTHER PROBLEM FOR UH VERIFYING THESE RESULTS BECAUSE WELL FOR THESE RESULTS YOU KNOW THE THE CONFIGURATION SHOULD NOT WELL I ALSO SAVED THE CONFIGURATION SOMEWHERE IN THE TEMP SO EXACTLY HOW MANY STAYS FOR DECODING AND WHICH KIND OF LANGUAGE MODEL AND THINGS LIKE THIS I I THINK I CAN REMEMBER ALMOST ALL OF THEM BUT F IT'S IT'S A BIT UH UH STRESSFUL YEAH BUT H HE DOESN'T ONE ONE NO HE HE GOT FROM YOU ONLY DO YOU USE OUR SETUP FOR THE NUMBER OF STATES FOR THE GAMMA ESTIMATION OKAY MM-HMM MM-HMM NO NO THOSE THINGS I'M ALSO HAVING BECAUSE THEY WERE DONE TWO YEARS BACK AH OKAY SO LOST SO YOU DIDN'T HAVE ANY P. FOR THESE P. L. P. S NO P. L. P. S OR P. FILES FROM P. L. P. SO BU WHAT ABOUT THIS NOISE LEVELS LIKE WE HAVE NOISE WAV FILES IN DA DA COM DATABASES SO WE HAVE DIRECTLY F WAVE FILES WITH UH PARTICULAR NOISE AH OK SEE NOTHING RELATED TO THE DATABASE HAS BEEN DISTURBED NO BUT BUT I THINK UH DE YEAH EXCEPT SWITCHBOARD BUT THE SWITCHBOARD ALSO WE HAVE IT BUT ONLY THING IS THAT WE DON'T HAVE ALL THE DATA WE NEED YEAH HMM BUT THE PROBLEM IS LIKE ALL THIS I THINK IT MAY NOT BE THERE IN DATABASE I GUESS NO THEY'RE THERE OH OKAY YOU CALLED THE NOISE X. DATABASE AH OKAY EVEN WITH UH S. AND R. S AH OKAY THEN IT'S OKAY AH SO Y YOU IT'S NOT THAT YOU ALL THE NO YEAH WITH S. AND R. DIFFERENT S. AND R. S MEANS AT L YEAH THAT PART IS LESS UH SCARY YEAH SO THE THINGS WHICH ARE RELATED TO YOUR P. L. P. CAN BE DONE I THINK IT'S IT'S NOT SUCH A MAJOR PROBLEM YEAH SO SO AS THE CONCLUSION THERE IS NO MAJOR PROBLEM EXCEPT REGENERA YEAH WHICH TIME FOR I GUESS MM MM SO IT'S KIND OF ONE AND A HALF DAYS WORK KIND OF TO GENERATE THE NEW FILES MM YEAH YEAH HMM YEAH BUT ALL ALL OF IT IS DOABLE IN THREE FOUR DAYS TIME MM WELL I ALSO HAD THE OF GENERATED POSTERIORS OR GAMMAS OR THINGS LIKE THIS WHICH I SHOULD REGENERATE I HAVE THE UH SCRIPTS BUT UH WELL IT TAKES TIME IT'S C. P. U. AND REGENERATING ALL THESE THINGS BUT OKAY IT'S OKAY SO THERE IS NO MAJOR PROBLEM EXCEPT TIME DEADLINE OF TWO WEEKS FOR ICAS OKAY MM-HMM MM-HMM