SO THAT IS RAID ONE AND HEMANT HOW UH HOW DO YOU WANT TO GO ABOUT IT T MM NO I WILL SAY HOW DO YOU LIKE TO GO ABOUT WITH ICAS AH WELL I I THINK W AFTER THIS MEETING WE CAN T WE CAN TRY TOGETHER TO REGENERATE THIS WELL UH P. L. P. S I THINK TH THEY SHOULD BE FIRST REGENERATED THEN POSTERIORS AND IF BY THE END OF WEEK WE COULD HAVE POSTERIORS THEN IT'S NOT THAT DIFFICULT I CAN EASILY REGENERATE THE GAMMAS AND DO ALL THE EXPERIMENTS AGAIN MAYBE IT'S A WHAT ARE THE NEW EXPERIMENTS YOU ARE HAVING IN YOUR MIND UH MAINLY TH THERE WOULD BE SOME EXPERIMENT TO CHECK HOW THE SYSTEM IS ROBUST AGAINST THESE UH TUNING FACTORS LIKE UH LANGUAGE MOD UH LANGUAGE MODELLING SCALING FACTOR LANGUAGE SCALING FACTOR AND INVERSION PENALTY THIS WILL BE THE MAIN NEW ISSUE AND UH WELL YEAH THE NEW THING IN THE PAPER AND WELL SOME NO IN THESE CASES BUT BUT THE ONE WHICH YOU HAVE REPORTED MEANS YOU WANT TO REPORT SOMETHING MORE THAN THAT WELL ACTUALLY ACTUALLY THIS W THIS WAS NOT IN THE PAPER I PUT IT IN THE PRESENTATION BUT IT'S NOT IN THE PAPER THIS IS OKAY MM-HMM BECAUSE I T UH I TALKED WITH HERVE AND HE SAID OKAY ACTUALLY THE NUMBERS ARE NOT UH VERY REASONABLE BECAUSE THEY ARE JUST THIRTEEN P. L. P. FEATURES AND UH WE HAVE TO HAVE AT LEAST SOMETHING WHICH IS KNOWN FOR PEOPLE I MEAN THEY ARE EXPECTING SOMETHING AROUND NINETY EIGHTY SEVEN OR UH SOMETHING LIKE THIS UH SO I ANYWAY I HAD TO RE TO REDO ALL THE EXPERIMENTS BUT NOW IT'S A LITTLE BIT MORE DIFFICULT BECAUSE BEFORE I HAD POSTERIORS AND NOW WE HAVE TWO MORE STEPS P. L. P. S AND AND AND POSTERIORS SO AT LEAST NOW HE CAN KNOW A FULL SYSTEM SETUP FROM YES THANK YOU VERY MUCH YEAH THANK YOU VERY MUCH UH SO NOW MAINLY LIKE UH THIRTY NINE P. L. P. YOU WERE ALWAYS THIRTY NINE NO NOT SURE BUT THEN WHY DID THIS FEATURES YOU GAVE ME LIKE THEY'RE THIRTEEN YOU TRUNCATED THEM TO NO NO NO NO THESE THESE THESE ONES LIKE THE SO THA MY PLAN WAS TO HAVE TWO STREAMS AND I I I WELL YEAH I SO I I THOUGHT THAT OKAY I ONE STREAM WILL BE P. L. P. AND THE OTHER WILL BE DELTA P. L. P. S SO THIS WAS ONE PART OF EXPERIMENT SO SINGLE STREAM AND THEN I WANTED TO COMBINE DELTAS WITH THIS AND HAVE ANOTHER TABLE SO THAT WAS WHY BUT ACTUALLY BECAUSE YOU KNOW THE NUMBERS AND THE STUDY IS NOT SH I IT'S NOT SHOWING UH STRONG RESULTS ANYWAY RESULTS ARE NOT VERY IMPORTANT BUT THEY SHOULD BE WITHIN A RANGE OF UH ACCEPTABLE NUMBERS SO THEN UH FOR NOW I THINK IT'S BETTER TO INSTEAD OF DOING P. L. P. AND DELTA P. L. P. I CAN UH HAVE SINGLE STREAM OF THIRTY NINE P. L. P. S AND THEN COMBINE THEM WITH TRAPS JUST TO HAVE YEAH THIRTY NINE UH THEY WERE BUT THEY WERE LESS THAN TEN PERCENT OR SO NOW EVEN THE CLEAN SPEECH YOU ARE GETTING THIS IS RELATED TO YOUR UM M. L. M. I. NO NO IT'S INTERSPEECH THE OKAY THESE NUMBERS ARE FULL P. L. P. THIRTY NINE OKAY BUT JUST TO MAKE THINGS CLEAR IN THE PRESENTATION TO SHOW MORE STEPS HE USE THE TRIPHONE M. L. P. AND GET UH AH OKAY YOUR YOUR M. L. P. NO NO I I GAVE YEAH OKAY BUT THOSE GAMMAS WILL BE SAME AS UH S NORMALISED SCALE LIKELIHOODS RIGHT THEN THE THEY'RE THROUGH THAT DATA UH FROM THROUGH OKAY TH SO HE GAVE ME SCALE LIKELIHOODS OF TRIPHONES UH NOT UH SCALE LIKELIHOODS UH YEAH SCALE LIKE UH SCALE LIKELIHOO FROM UH T UH M. L. P. YEAH WELL YEAH SO I J I D DO I DID TRY IT YEAH TH THAT'S HOW YOU DO THAT THEN I CAN GENERATE TRIPHONE GAMMAS AND FULL NETWORK WHAT WAS THE R CH ARCHITECTURE IT'S NO NO IT'S UH IT'S JUST G. M. M. WORD MODELS YOU HAVE ALL THE CONNECTIONS TO BETWEEN ALL THE WORDS LIKE HMM SO WHAT ARE THE OTHER THINGS WE NEED TO DISCUSS SO THEN FIRST THING IS LIKE WE NEED TO GENERATE P. L. P. S AND THEN ALL THESE S. AND R. S P. L. P. S YEAH IT'S AMAZING THAT EVERYTHING WAS UNDER TEMP AT LEAST THEY COULD GIVE US TIME TO I THINK THAT UH THE MOST OF THOSE THINGS SHOULD BE THERE I CAN HOPE IT ALREADY IF THEY COULD NO IT WAS THERE ON UH LIKE UH YESTERDAY MORNING ALSO LIKE EVEN SO I WAS RUNNING SOME EXPERIMENTS AND THEN IT WAS OKAY BUT IT'S READABLE ONLY SO I CAN'T WRITE ANYTHING SO MM-HMM NO YOU DON'T HAVE TO WRITE BUT YOU COULD READ NO UH SO IF YOU WANT A COPY AGAIN YOU'LL HAVE THAT'S ALL BE BECAUSE OF YOU YOU CAME ON WRONG DAY FROM IRAN YOU SHOULD HAD COME ON IT WOULD HAVE BEEN OKAY ANYWAY BUT YEAH STILL SOME PEOPLE ARE IN VACATION SO THEY WILL REALLY YEAH SILEYE WILL BE BACK AND HE'S NOT IN VACATION BUT HE'S IN ITALY HE FLIES TO SENEGAL DIRECTLY YEAH BUT EVEN ALL OVER THE RECENT ITERATION ITERATE TRAINING SET IN TEMP BECAUSE LIKE WE WE S HOW MUCH WE CAN COPY BECAUSE IT'S REALLY SO MANY ITERATIONS AND EVEN WE THOUGHT OF REALLY COMPLETING MINIMAL EXPERIMENT ALSO MM YEAH BUT IT'S A MAJOR LOSS NO DOUBT BUT AT LEAST YEAH A SCRIPT ARE THERE EVERY SCRIPTS LIKE AT LEAST SCRIPTS ARE THERE BUT SO IF IF THEY CAN DECODE YEAH IF THEY CAN DECODE AT LEAST HEMANT'S P. FILES THEN HEMANT CAN YEAH BUT C. FILES YEAH EVEN IF THEY GIVE YOU P. FILES IT'S REALLY BETTER EVEN YOU DON'T REALLY NEED TO RU RUN ALL THE YEAH IT'S AMAZING I N I DON'T NEED ALL MY P. FILES JUST THREE OF THEM YEAH YEAH YOU J JUST ONLY LIKE RECENT P. FILES AT LEAST AND WHAT IF WE HAVE SOME DAY A FIRE IN IDIAP WE WILL LOSE ALL THE DATA MM I MEAN BUT THEY HAVE WELL I I THINK W THEY CAN AND YEAH THEY CAN D YOU KNOW STORE IT SOMEWHERE BUT YOU KNOW HERE WE CAN EASILY HAVE A FIRE BECAUSE THE EVERYTHING IS MADE OF WOOD I THINK AND IT'S SMALL AND YEAH BUT STILL I THINK I IT DEPENDS UH IN EDINBURGH THEY HAD THAT BIG FIRE AND THEN THEN WHAT IF THEIR SPRINKLERS DON'T WORK BUT THEY HAVE LIKE THREE BACKUPS IN THE UNIVERSITY SO ALL THESE PEOPLE THEY DIDN'T REALLY AFFECT MUCH NO IT'S THE UNIVERSITY IS MAYBE IT'S REALLY BIG SO THEY CAN AFFORD FOR YEAH THEY YEAH YEAH THEY WANT TH THEY'LL HAVE BACKUP IN DIFFERENT AND ALSO IN IN SOME IN UNDERGROUND SO THAT LIKE FILE PROOF OR SOMETHING YEAH