SO YEAH WE PUT THIS STUFF ON SO THAT SO THAT WE HAVE SOME RECORD OF THE WHOLE THING WHAT UH ARE GOING TO SAY AND UH THE WHOLE IDEA HERE IS SAYS ALSO PUT THE LAPEL ON YEP UH THE WHOLE IDEA OF THIS MEETING IS THAT IT'S NOT ME WHO WILL BE TALKING ALL THE TIME SO SO THAT WOULD BE A BORING THAT WOULD BE DEFINITELY BORING MEETING YEAH YEAH YEAH SO I SO THE P THE ACTUALLY THE REASON WHY WE GOT TOGETHER IS THAT IT'S AB IT'S ABOUT THE TIME TO A. MAKE SURE THAT WHEN PETR LEAVES US UH I'M AFRAID IT MAY HAPPEN RIGHT I MEAN IT OR DID YOU DIDN'T CHANGE YOUR MIND YET OR YOUR GIRLFRIEND DIDN'T CHANGE YOUR MIND SO SO THAT WHATEVER HE'S WHATEVER HE'S BEEN DOING UH IS NOT UH FORGOTTEN AND THEN PEOPLE CAN STAY ON HIS SHOULDERS AND UH I HOPE THAT HE WON'T GET OUT ENTIRELY OUT OF UH OUT OF UH THIS PROBLEM BUT STILL WE WE NEED TO CONTINUE ON THIS YEAH SO I THINK THE JOEL WILL BE IS IS MY MAIN HOPE THAT HE'S UH HE'S GOING TO PICK UP UH THE KEY WORD SPOTTING AND SOME OF THESE IDEAS AND ALSO THE REASON WHY P UH I P UH UH PETR MOTLICEK IS HERE IS THAT JOEL IS ALSO GETTING INTERESTED IN UH OPAL MODELS OF UH TEM TEMPORAL ENVELOPE YEAH AND OF OF COURSE PET UH PETR FOR SIGNALS SO ABOUT IT BUT PETR MOTLICEK TOO EH BOTH OF YOU YOU KNOW SO BUT BUT BUT YOU WILL BE HERE AND FROM DIFFERENT POINT OF VIEW EH PETR MOTLICEK IS WORKING MAINLY ON SPEECH CODING YEAH AND UH SO SO THIS IS UM YEAH I GUESS THIS IS IT SO M I I GUESS THAT REALLY YOU SHOULD BE TALKING MORE THAN ANYBODY ELSE BECAUSE YOU SHOULD BE ASKING QUESTIONS YEAH YEAH I KNOW SO WHAT IS IT THAT YOU NEED TO KNOW AND UH YEAH UH WELL UH SO BASICALLY I STARTED READING ABOUT THE FEATURES THAT'S TAKING THE LONG TEMPORAL AND UH TIME FRAME THAT'S UH TRAPS AND UH TANDEM APPROACH SO YOU KNOW S SOMETHING LIKE THAT SO THEN I ALSO STARTED WITH THE THERE WAS A PAPER ON UH FITTING A EAR MODEL TO THE D. C. T. OF A SIGNAL STARTED WITH THAT AND SLOWLY GETTING USED TO THE STUFF MM-HMM TO THE D. C. D. YEAH BUT T WHAT CHRISTOS WAS DOING RIGHT OH THIS WERE HO HOW IT STARTED BASICALLY BECAUSE THAT WAS UH MARIOS ATHINEOS YEAH AND DAN ELLIS THEY HAD A PAPER I BELIEVE IT WAS NOT IN ICASSP A. S. R. U. OR SOMETHING RIGHT IT WAS A A. S. R. U. BUT THAT WAS A TIME WHEN THEY WEREN'T USING VERY LONG UH UH UH D UH SEGMENTS IT WAS LIKE FIFTY MILLISECOND OR SOMETHING WHAT THEY WERE PLAYING WITH AT THE TIME YEAH I KNOW SO THEN I THE STORY WAS THAT THEN UH MARIOS PRESENTED THAT AT SO SOME MEETING AND WE REALISED OH THAT MIGHT BE CUTE THING UH FOR UH ESTIMATING UH SPECTRAL ENERGIES BECAUSE THAT'S WHAT WE WANT AND WE'LL THE THE WAY WE'VE UH WE ARE DOING IT IS KIND OF I THINK IT WORKS BUT IT'S LITTLE BIT INELEGANT SOMEHOW STUPID SO SO FIRST DO THE FRAME BY BASED UH ESTIMATE AND THEN YOU YOU GET STICK TO HUNDRED HERTZ SAMPLING TEN MILLISECOND SAMPLING OR UH SOMETHING AND THEN YOU JUST PICK UP THE TRAJECTORY SO SO MARIOS WAS HERE FOR HALF A YEAR MAYBE OR EVEN MORE UH AND UH STARTED WORK WITH PETR WHO ALSO J JUST CAME SO THEY WERE WORKING LITTLE BIT TOGETHER MAINLY M MARIOS WAS UH PROGRAMMING IN MATLAB AND PETR WAS PUTTING IT INTO FANCY IS YEAH AND UH BUT UH AND BUT THEN WE WERE HOPING UH UH UH TH TO PICK UP ON THAT LITTLE BIT MORE AND WE WE DID RIGHT YOU DID A LITTLE BIT OF WORK YEAH BECAUSE YOU CAN DECIDE WHAT COMPRESSION FACTOR AND EVERYTHING SO I TRIED A LITTLE BIT LIKE UM PICK MAYBE THREE KNOBS AND TRY TO GO THROUGH THE THREE D. THREE D. CAGE TO SEE WHAT HAPPENS IN WHICH WHICH KIND OF SETTINGS SO THIS WE DID BUT WE WE DIDN'T BECAUSE THERE WAS STILL A QUESTION THAT I DON'T REMEMBER RIGHT NOW BECAUSE THERE WAS SOME ESSENTIAL QUESTION I I DON'T REMEMBER I WOULD HAVE TO LOOK AT IT F AND BECAUSE BE BEFORE I WOU BEFORE I WE COULD U WE COULD WRITE ANYTHING I I WOULD BE HAVE TO BE SURE THAT SOMETHING IS RIGHT THERE I COULDN'T BE SURE ABOUT IT AT THE TIME SO AND ANYWAY IT IT TAKES TIME THIS THIS COMPUTATION IT'S IT'S VERY INEFFICIENT IT TAKES LIKE HUNDRED TIMES MORE THAN COMPUTING SOME M. F. C. C. S COMPUTING THESE FEATURES BECAUSE IT'S UH HUGE D. C. T. HUGE F. F. T. EVERYWHERE AND WE WERE ALSO DOING A SERIOUS THING THAT WE WERE STEPPING IT BY TEN MILLISECOND RIGHT AT THE TIME THERE IS NO OPTIMISATION WE JUST STICK TO THE TRAP WE WANTED TO MAKE AS CLOSE TO TRAP AS IS POSSIBLE WHICH IS SILLY BUT THAT W YOU HAVE TO START SOMEWHERE YEAH SO THEN I CONTINUED WITH UH ANOTHER UH PAPER THAT YOU ARE MENTIONING L. P. TRAP SO I JUST MOVING AROUND WITH THAT IDEAS AND ALSO UH THE MAIN IDEA TODAY WHY I TOLD MAYBE IS LIKE IF YOU CAN LIST DOWN WHAT ALL THINGS ARE THERE TO BE TAKEN CARE OF THEN ONE BY ONE BECAUSE FINALLY FACE FIND I DO HAVE SOMETHING ELSE SO UH MAYBE TO LIST DOWN THE THINGS OTHER THAN THE WHAT I'VE ALREADY TAKEN FROM YOU AND ALSO TO DISCUSS GENERALLY SO SO WHAT WELL LAST TIME WE WE WERE S TALKING ABOUT WHAT ABOUT GAUSSIANS YOU YOU HAVE THE GAUSSIANS RUNNING SOMEHOW LIKE FEATURE EXTRACTION AND THEN THE TANDEM TRAINING C ALSO SO THE YOU ARE ABLE TO TRAIN THE NET NOW BECAUSE UH BECAUSE CHI FONG IS GONE AND UH AND UH BARRY IS GONE SO MORGAN WAS JOKING NO WHAT HE INFORMED ME THEY ARE GONE FROM ICSI UH CHI FONG WENT TO T. I. AND UH AND UH UH UH B BARRY IS AT LAWRENCE LIVERMORE LAB HE BASICALLY GOT A JOB HE HE GRADUATED AND HE'S HE'LL BE WORKING ON THINGS WHICH HE CANNOT TALK ABOUT HE CAN'T EVEN SAY IT ON A MICROPHONE HERE I HEARD IT'S UH I YEAH IT'S CLASSIFIED WORK TYPICALLY IT'S AND SO SO JO MORGAN WAS H ONLY HALF JOKING HE WAS S SOMEBODY WAS ASKING HIM YOU WERE OR SO S OR SOMEBODY WAS ASKING HIM SOMETHING UH OR THERE WAS UH THERE WAS UH MATTHEW AND HE SAID WELL PROBABLY WE'LL BE COMING TO ASK YOU BECAUSE NOBODY REALLY KNOWS ANYMORE AT ICSI SO PLEASE STAY THE THE M. L. P. FOUR AND THESE THINGS BECAUSE IT'S AND NOW IT'S UH CL CLOSE HISTO ACTUALLY BRNO IS DOING A A LOT OF THAT NOW