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Audio Low level Features, Difference Limen, Pitch Recognition (19.05.2011)

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Automatisierte Medienanalyse

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Erkannte Entitäten
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But they sold everyone will come to the later of multimedia databases and as it was said last time we were all of this nature
Previous lectured with both start speaking the ball the basics of old Europe We thought they'd speaking about how to prevent sound 0 which spoken about those the time domain how this is represented the waves about the frequency domain above the body transformation became used to transform sounds into the ring frequency domain public and represent the signs then for this 40 equivocations wavelet where patients and we have introduced a goal for all during the but in this sector will go for the will of the but to later but also the low levels features will go the pudding them will speak about the difference between the of this 1 is different between sounds human you can can proceed
And the will to speak about my recalled is that which of the following the law but that we did with the lecture I'd just below 1 tools to say I'm sorry for the people problems with have which begins with the last lecture so sold weak and we have a only recovered just the part of the Buglife inquiry before the 1st board the meaning seems to have something legal problems with the multimedia where using for lorry code and that it seems also for the information to lecture sound is the same to from yesterday will try tool to resolve the technical problems and as possible hopefully this nature with the complete in in the deal
OK as they have of Spelkeland last time there are some piccolo it features which can be used to describe audio The 1st 1 is the loss of some of how law is the respective size and lower quality the mean on to another level feature is that the division of the frequency the sound complaints so the band lower the currency's up of the high frequency says you remember the human you can here somewhere between 50 and without a 20 thousand head And the cost of the band which will be somewhere in between science can no be low also about for example 20 Kewell but it doesn't make any sense to give them sort of area where the spoken about plus time such on perceivable SoundScan with the mood of improving the compression another load of feature is the brightness selfless on these actually that the Home a high or frequencies out there he now where some weight is the centre of the gravity followed sequences spectrum in the in the sound if I'd have music for example and would expect that this will be sequences of widespread over the frequency spectrum with the relatively high ripeness so up of high frequency than that of the hot morning as well as well we have said last time of this size does seem to see the sights on the stand out for the Iowa created with my published by using the non had just of 400 for the frequency But no comment away were in real life sciences have harmonics various of fundamental frequency and then various of a house elation which of represent actually behind equalled this fundamental frequency which he meets in decreases in in energy and then there was a beach the beach but the actually presented what the human added and the human brain understand the frequency where she does the human year thing is the height of the sidewalk what frequency was that saw was the 400 for it was the 5 thousand this is the too OK this the level of features them as or can be made the costing the I'm domain as we have seen this signed the presentation and for each time you have been on duty to loudness in the frequency domain in the frequency domain you can see what kind of frequencies out there in the silent and what the amount of debt out so if you have a pretty high by 400 for this means that the 400 board the frequency has all but ended order that there is a lot of the frequency in that sound now That will reduce the city that the Bill would have a good thing I'm domain and frequency but then we travelled from 1 to the other costs which open about the full year are not were its it simple before for this and the this also helps us got rises signed with equations of the 48 hour formation
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A Case so and now we have the means of bringing signed into law time and frequency domain and weekend compared may be meat is usually but that what we actually want to go is to be foot put based on the telly but features between audio between sound so we actually want to go for some kind of over classification Job And then we want tool to build the front audio classes with different but these sort the load of a feature which might say they could be pretty have footing describing discusses the Civic section exactly what we want to go and we want to work for the storey of features on or for costs in the future victory is the presentation of the Scots
But the most basic example is of cost to take a different classes of songs before the speech and music The cockpit seen each case Saturday led the card to predict so you can from the top of the rules state Weller would expected for the sound of the music the right sort of bandwidth so and so but they are not genital trends usually music for example contains much more frequencies high frequencies then then voice we've already spoken about this the stand out for the day for so it goes up full by maybe 9 Hillhead 8 9 2 0 2 0 8 5 and a thousand 100 a thousand 9 thousand head on the other side for the music upwards of the spectrum off for what much when you can't see So cause maybe you can expect the brightness and abandoned bandwidth for the music are high But the secret is actually who want to differentiate between different classes of some of the joy of Dessay you may be a for school tool to use not only these features but over spectrum off available features and we have dependent and independent features Iwu but the but about the bandwidth sold
For the speech the band because of the It is you can see in the music discovers of ride the spectrum for the brightness Of the rightness of presence nothing more than a 3rd the centre point of the bandwidth and in new language of cost it should be quite centrated some which between 100 and and 7 thousand probably some for a man for man voice between for 150 heads to 300 head and put a woman boys probably a bit high for music on the other side have of high instruments high-frequency from the with his romance with 4 the brightness off 1 of the deciding factor is the precaution offside as we have for think spoken also last time and it is you'll see when you speak to blow up bosses were also between the sentences but this doesn't really happening music at least not in the book is a for what 1 used to be may be classical music you would have had some not being banned all brought something like this and a bit of Boston some melting but usually book for some of silence speaks for differentiation between humans Beach and music in musical which have been instrumental in the background the make some noise so there is no sign of this not that much
Another affected is the violation of the costing the and music is still tend to be rather on stunned when when the before until costing over time this means you get to pull to see the regulator for costing more about what the voice on the other side the stands to be the in various the varieties high Now so we are in the City that the frequency that all this stuff to get that we might be able to the for a shade between voice in speech and music
And actually this idea is that has been used since 1990 by and had been an incident and then idea was came when the by the system audiophile comes in a simple and without the right we the bride is the right now is higher than the given threshold it must be music because humans Tree speak with that high of voice that maybe I'm not sure if you had a bad day and I want to scream at 1 per mile you might raised the tone of your voice and but not with the with with tried private high-frequency but the idea would expect that to be a normal so as waste of this functions quite good in the brightness his about water so this is music if it's a long way need to look at something else For a baby positive next the Boston offside so let's look the Boston of silence if this 1 is again the assumption that music comes with instruments on the big wrong not only with the voice of then you would have a low cost of silence and music If this is high tied with a high probability that it is voice but that's 1 of the cheque the variety of the 0 cost right now and if this wants of the 0 crossing the is low again this is Music music but soul music again without instruments Because we said we country differentiate between so has a local often of silence also now so and other public this last differentiation we may look at the grounds of the 0 crossing And if this is also a high so if you have a role high high Then the audiophile which rather of simple classified and those actually data is not that bad
Of cost The highs and lows as I've said actually depend on a trash sold some would need to see the right now is the type of what does high need about 7 thousand by the end thousand 10 thousand so it depends on fresh and distress again depends on the question if you have either on all home that music and the speeches of the road had been of a large drawn new may have a threshold to have other conditions than new have either fresh fish defined the highs and lows now causes can be used also to define tool to differentiate between the peak of made of boys to be close to the main board and so on But early this thresholds live without question specific and the for the training for example where and say or came purifier more speeches and if you 5 music pieces and Just by comparing within the says this is a speech is music but somewhere in the middle to make the differentiation so this is how you can buy training and of this kind scandal of the of highs and lows how well but if you have something which doesn't really did into what you have trained sold some kind of for the tie which is not simulator collective trained and you have a problem you might have misclassifications of what you really need to do is tools that allow spectrum of sounds which will cover your queries information will be similar simulate of the employment willing to use a credit for an train on that Of costs after Muriel for on this kind of training new open of computer future Victoria's band brightness bandwidth for some of 0 but I'm so the 0 costing the can be seen as a future paper also and then you can compare it pretty solid pulled the prices may but with a century of the of the present the signs that the most preventative for across And on the road and the and the future of its just like the in the in images you can compared the distance any distance you want and by Computing based distance classified new signed as being more simulator for 1 would be at a loss It's really not that difficult and stuffed with another the book which shows during exactly based approach off from and unconcerned
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And 1st ahead of the speech and time now But then we have the music based again in time and then in the frequency domain each of them 1 could look and same Katie for speech have some without food may be and how much each year 7 thousand 7 thousand 500 and the 1 would look that this is a factor of 10 minus 3 so you can imagine that if you are white smoke and there was this 1 and is 1 doesn't have having multiplied but this 1 goes a bid of about 10 thousand sold maybe 12 thousand thousand 500 this ordered the gives us maybe some and you say OK but the band with his much time to avoid the 2nd some now it's about the number of Then maybe you can also see here from the loudness something this is much longer than this 1 these are just some cash for Michael Vaughan and with the microphone Coffee M P M Powell would be allowed to compete on the beach who will play a part of it he went all the way and that we might have full music so to both you can compared the portions of silence You can compared also the 0 crossing and folded costing is what made the difference this is what you and and can somehow said that speech is much more the vague and so on and so on then you have this 0 costing moments that should be done so that it looked as the lines of the 0 costing would do that for a couple at the should be smaller than the violence or long speech but this is just what where 9 games and have said and what they would expect to have a this this this of the and just to see the Boston offside silence
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So it's quite a different so what you see a split the split the histograms and 50 beans and that what you see is the low frequency now the night that the silent and for the speech this is quite large with the thought of them the polls by which is for India by the of more than what you get in a in the music so this is a clear and that this is which and this is not And so it succeeded difference but of cost as I've said the 2 would have something like the case you have lawyer mentioned then you can Calculate also this of these but I'm so the 0 crossing actually have calculated here and though of its again fact or bigger but it doesn't is that it doesn't Shlomi that much sold at the end that head above the crossing than the
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So we have some ideas about how we could classified this kind of this kind of stuff but it's not enough we need to get back and divide the 0 tourist the city's into time salt and tried to cut out the this species of music to some peaches may be the future of the EU with a book or a discussed about and then what we really want to boys computer that 40 each of these were windows This victory represent a locomotive features with just spoken about and then when the the also some statistical cut the stakes things have ordered to book about the the rise this kind of book Of features And completed Photo signs And this should bring me a perception of competitive on of audio 5 at least this is what we want to use some quite efficient in of the book on the perception that compressed
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And this exhibition described the amount of frequencies high-frequency is in the same house or if someone speaks with the higher voiced than the brightness would be high again for music if you have a look of high frequency instruments and the brightness of the sun and then the band meant bandwidth of the frequency bandwidth which is nothing more than the weighted average of all the difference off the 40 equivocations was sent to the centre of gravity of the spectrum The idea for the benefit is that you need to wait the by her by the hand picked so actually you're going to a provide more important full the Quincy's which are were lower or high which would be fine your spectrum but which also last year of what sold out loud This will define Maria branded mountains and as the the for the future he has used the proceeds which And though what what this actually means told human and Green was seized the high the frequency high for football in the about so for example if you see the size of 400 automated Humaniores here the stand up 8 but there is a difference between the Soundview conceded that in the end of dignity domain and what the human brain synthesises we speak about the way to Comoros and how the human yet actually functions and how human sexually perceived beach but what is important now is that you need some kind of a way to estimated is we've done in the in the spectrum ground What's the frequency quaintly being played at the moment and this is the beach and the beach taking as it is is either a difficult to perform automatically will speak about fell the before this but It's quite related full something we called the fundamental frequency the fundamental frequency being the lowest highest frequency of so with the most resents Moss and density in the South Downs And if you count managed to of soft on the disabled before which taking its human skin but the industry to the fundamental frequency this was the idea static where fish
OK now as I've said the singer who is displayed in full in the windows And for example based this is the of the presentation of afloat It is you can see it starts quite lulled it's hot down so it goes up and it's sometimes it's a bit Indian in instead high Cup are now and this is also what you see in the world this of the King the loudness than another London another 1 and and the design terminates Also given by by distant here this is what the loudness describes in time OR and then you have the right now It states Quite height And then with some Orion says the and you have some pigs and then it goes on of to the night full again the their bandwidth the band and its here of soldier That's the 1st boss of this on the high is quietly meeting high so Republic have somewhere between 500 and 6 5 thousand and 6 thousand head So now and then a 3rd It's Kumbakonam compiled which again the 1st how it is perceived by high Now and Then the frequencies Go down
Now the idea is they wanted described the standoff for this kind of sound with these for features Statistique can with this well together statistical moments 1 would be the every day you now because it seemed is windows have some irregularities that won't be able to get the whole window and making those but I'm going to describe each each of these windows to of the wild and the and all this this Poro for features and in each of them with the expected them to the right answer And although correlation the idea of the global correlation is that actually when I have time domain cinos may be quite stimulus have seen of down so I them by the and face you get the same scheme Now and using Autocorrelation is that a very good idea book there is the sense simulator of the steam out of the for either signals to simulate and this is where the 2 big system for more from Ibn has done so then you have respect the state of Britain's and then you have for features this means that the mention of the topic For each side Not
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So you can say melodies a 2nd sick pension of notes the and the problem here is told and high public equal nice notes from a scene And now it might be easy for example for me these Legco you put some of the you have them Moraby and in the end the book command the notes to that the point to be to be played but the with the with the music peace with the world of the instruments and the order to be the son of a repeat of the instruments and voice It is difficult your country extract could quite denotes if you have such such difficult times
So actually What do what we do what we want to offer more than a minute the which should to Britain's sequence of musical notes who want to work for creating a memo As in the case of shows M but we wanted maintain Barry and on the beach 1 example you Abilene created by humming and willing to sink into the cellphone between differentiated humans by might seem The goal of some Road made may seem high down so all the beaches of the same at the other different now soprano this was last this is exactly what happened with the same sort and a different the tide So if I'm going to such and of the beauty at 1 that my system is able to equal mass Dimelo the without conceding this differentiation a in each song is the same out something that we want to allow assistant to be able to do is be in the air and on the bench They looked immediate song If you are going to look pretty going to seemed Altimimi some not going to stay there with the microphone the sounds of the but the and I'm going to the single to on just for of the dead of history them made the some by will have the them sunk in my my mind they probably when the police and but if I'm not only may be the beginning or the a train the main part young I'm going to say this but that they won the database PPL compared with what they just signed from the songs in the database and that neither the quake music so time she want the system to be very and for time she will go into the music and the all clear singing the skies each year from the amount of and this is what you want to get back What they also wanted still be embedded in the end on the slide violations as euro is you may expect them not quite the genius and music and I'm not that bad and and also I'd gone to the singing shower however that the problem was even if they would try to sink eye would most probably blow of across the baby type somewhere with the but lower somewhere along the the beach right for so long These variations and performing the creating it exactly the same storey and that as performing the green for immediate by Sky You're not going to dwell perfectly should not going to see the 3 for free but you still want that the database because the quake militants So it has to be in by the end on the slide variations of cost a sinking the public different song no database based on can have but the side by Asian should be considered But gig So far this for coping with this in the street a problems and requirements actually not it's not the 1st sequence of notes that children resembled a be but the sequence of the differences sold for exhibit example sought and growing up in the foetal and warned that it doesn't really matter that we which walked the I'm seemed because I'd might be a base for I'm going for the 1st same it as a sort ensemble in quite high but still Ms picking the memo behind going up by mid beating some some and I'm going down the sold the difference is what I'm going to need for Solving this problem but they responded with a bald above the pitch which has something to do with the frequency have said that simple systems will take care about humans bossy being at the front which than the fundamental frequency and they say OK the to the fundamental frequency with this is a problem for humans because of the human brain actually synthesises beach differently than we have seen it and it will be seen in and and the full year yesterday
Several of the identifying which is quite useful went ahead of austerity fitness is so it have noise then no just only 1 frequency or operate audit non-corroding signalled by which has something to do with frequency created Folha morning so we have the means or situation light for example inducing most here This is the main For simulations you have maybe some moist it is you can see then you have Hot mornings Which usually decrease in energy They are among the buyers Of this sequence Journal baseball is a game of this number might be the 400 for some near of 500 down this would be 800 8 the and saw how these are the high morning of this frequency
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At this time of year that in that case you can remember the time domain was full since it was
Pretty compressed together with the 5 PPL Cluster and the 1st 300 for situations and then you could be seen as a way of young and that it shows here on a day pilot pulled clean frequency of 400 for the with no are more Knicks it's as song
Then with the could we will take them through You found it looks some something like this in the time domain and
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For on the issue an example of how the beach depiction of profound predominate about spectrum looks like poorest there are several again we have time And frequency and it is you can see there are some other effects these effects come executive from from the noise 1 receives And from approximately that found that dwindling so I found will include a measured the beach in the face I'm going to get the pitch some which he They understand what they mean Which actually is at the peak of because if you prefer 1 Iles's on this result you concurrency unbeaten old And this is how it should you can clean this paper assessed the speech he recalled nation face you cleaned out led and then you can do that it for for more about the understandable representation soul actually want what we need to go is the 1 about the size of the peaks of again poems for spontaneous or the jumped time going to jump or would spectrum something is the something is that you then I'm going to monitor the size of the peaks of the locations for multiple of windows and that the resolution of this for some special cases cases where 9 months so that the but that the decision will be
Low on
This is the book post was signal for the depiction of a few amount levels of some of the people move to the US for a movie such players there just over 2 thirds which actually say saying nothing more than what is wrong with the city which before have something here jumpship from she took he doesn't really justified and not doing something capable the knows of this is not like this is something like an pulled
Ok so how great now we which we not expect which would go gone now installed a slight the main road The published yesterday as well we have a few cements and the overlap So what if I'm going to have the same Tomasello by a They have also different but you've seen some create more noise some less some have all of whom antiques some not somehow we need to go to all of this 44 and the exit the beach to the human proceeds from his convoy side The 2nd is puts a and between my of the diabetes All shapes like them seemed unlikely has before so I'm just building their ideas picked for the violin for several for all of them and I'm trying beloved let them of this England team where the public is much more my but might be a problem is that the violin played for example in a room with highly immediately when I keep it produces states to produce the funtime antiques so it seems that it's a bit of then my out with has put backed by out with has done all he something Kapend here are not able to recognise anything and more high needs to be my year might my database antiship my ideas victims based on the shape that happens with my instruments And the of costs even the smallest of changes to his 2nd changes can candidate to walk out of date diction for the fictional FFTW solo and going to be picked where 1 violin ProFunds assessed the new plays the same I'm going to detect with different motif and tourist just going to walk a off from the Recalled nation
And that in the last the dogs When we will see what the state of the UK this is and what the industry can
And there was surprised tool to see that the banque should be a time for soul destroying here and this is my as he knows I paid the price for car and up
The local from using the crease For example 1 can play that this is the scripts and portable flesh of opinion and the performance such on what 1 1 his late is a 1 that that and it will know what his game Anybody busy I'm going to try something But then you need to be made to jump in and buy and sell This so called high-demand ancient Early movie And in middle between the whose in the news Search
But see I found
On all these may also want to play
But and chemical dog The team moved to a a gap such as played the beginning but then the overseeing a lush database of body tourist the dam going to play like and the media style denote associated with the clear something and then comparing what more time pressing with a certain soft stimulate the suspect and By playing the simulated the bring back the most stimulus on but it see what was the 1st song they thought would be the most senior of the planet's something Doesn't play doesn't anything
To the half dozen for the focus of this would be the best by piano of quitting
Which is nice 1 cancer to something like this that the solution would be aQuantive's
Of demand for the metal the computing big even as the city's of code is as I've spoken told the lectured and the with see snakes lecture possums coding bustles clothing just what it is that the difference between the 2 stools following beaches and then Nike and was something like home from up Don't you don't want to beat him but he but there are more than 2 in the 3rd and see what pieces
Alonso below the curves use some its itself from its obviously something important during the something on saying something that it exactly what I've done so icon pool music now that actually someone knowing what is to include probate from some kind of some some said that makes sense in the summer that nice believes that it is set to
So 1 can get in based on the frequency and how fast and taking and vertical denies that the sums The finger of blame the UK which he stuck at The mood of the game the and the time and Sept
It's a publicity was not says she book
I'm good at So if this is what they believe in That doesn't want to play with And the of You know you now put A Yet so if any of you will have a better sense of written feel free to come here and try anybody And talking of this was that this was found but the the have found something that something which from you during the break
And that the standard for faraway young me my said The 1 so that can this book is just so Try to seeing that if England had to fight to So please don't be For the young by 1 to leave for Williams who really want to leave for for a for Let's see
Now and the time right that take here is was wondering why Holkham his he able to search for my voice he I'd seen music but I have to say that he is the use the having sold out that people who have some of the scenes of the same old song and they have such a great idea for a lot of songs and it is that most of the people who don't really think that well and make the 40 people in the same space as found that now so the scenes usually the frame and the and seemed a bit high but some points where the pitch is a bit higher than the see the leasing fostered may be ordered to make a pause which should be by the advantages comparing the with some kind of other people at the time of the same in in musical quite used to simulate the script and the 5 ordered the that 1 in singing for ever young here that is up But so did is quite code It may seem a bit of 2 people This is the original the king of all this is the part she found the simulated what there was going to the Moon the and now she found that I've some quite humility to the SPL braced full missteps friendly and had left late see what they've done Although the review Google and You up cash into some better than me that today next 1 from Sweden for young and all old The of the world For On the Some pretty could in my opinion best A Case my bed to use the Some explained the same mixed up with him for a while but we have no work income along and has a which has roof and he pushed the job what you want to see the job decision but riverford where for more charges over commute mood and and and some and the preferred the 1 to feel the caught from opera for for print where podkrepa and so or took a book called The Sir walk up this some school and her and for its offer for airport airport circles received funds on Sunday morning
For half time after a lot of what had happened about just for us for a small part of what the people who live your legs for style But the sell did not do so again By At the pump The time to pay off Each Lubell single Burrell jingled where the ball will Lomelin look a little too well cent below that scorer but at the end of the day could
Further up the public BB 1 2nd Pressing for its Aug The their by than that of the of the Scans on discussable testatum provides or would sends a quiet man said that he was is the sound of the huge record peaks of
From power If I sold it to get to the whole of the final suspect as the colour of double solar full quality longer but not from the point of the up yet that sense of the threat salesforce the blood
Soaring just fur what I want to try what on took up by a single surname July 1 which was not a singular Although he was said to see out the full time anything because we need the with the wrong sort of of can holiday about all the work that they do not all that it can find something less
P through it but I and but For some reason the microphone
Well sort of But sold But it into a school of thought The code that was last time gets so it excused camp where she doesn't want doesn't want it not not long although it to the big upright was society His register and allow cap as at said the that Hugh and then you have a contract on their hands for
Walcott's which for the last but there was which Michael point because it seems that the trees on the right So this was the Dome
You can also try this systems of told what just the the city's and as I've said a think it makes quite quite the with a commission and this idea fusing either people seemed is great because it called for the small and that the belief in the soul of wit discussed with the about the lowly ability of features discussed the people both above the brightness the band with the bulk of the 0 crossing the and the and the silence and the singer with discussed the bulk of the NHS smallest difference in the frequency that humans can receive the defence Limond Racine also some nice experiments about how to treat the brain into thinking that the move actually of played another which this experiment here in the shape of expedient experiment quite nice and we will also discussed about the beach checking out here at economic mentioned the morning for the spectacle of the much more likely code that uses the idea of pop for different beaches and the more problems you have a better based commissioning and the book we spoken also about the beach checking that would mean the time domain based on the old O correlation function the idea is they come 1 exceed notes have most powerful Autocorrelation the and demand with themselves awakened by either of the the some of for that some of the differences in their differences NEMO and there is where they have faced so high morning in the also London iboa have also established examination dates and the 1st examination beauty of the in in August between 16 and 19 including the state's sold a can just the for the state's were secretary in the 2nd period of between 20 and 30 September We decided for the police bleak of months so that you may truce based on other exams that you have made to want to take his 1st and you probably to summer in August who want to leave the is the last thing is the last examined the you just them if they are not a major problem seemed kind bleak evening of the state's we can teach with a special load a date but it has to be discussed with the professor and so that the ball had bounced back so if there is a major told a model no if you may be 1 to will have to go back to France before based and just stop by or secretary and we can set up a special examination again for you and no exactly what the plans for the distance but these on the day if that expect exception cases we can discussed by
What next lecture will discuss someone in the tale about created by how whistling will also and the detection the basic human of polite Systems the domain of the extent the main road leading try to settle a probe trend for of the man the and basic he below the and the simulated these between the creating the memory of the premium demanded of Of songs from the database discussable culprit presented the smell of the culpable for the match in a typical tradition for presentation of the Basel scalding sees the idea we prop bound to be so high with the previous beach compared to the FTSE 100 swung of the next and so on so as a sequence of wins speak about time working which is being bought for for performing the matching since some more of humans made then told the Fast when the in the middle of the so the kind of increased sampling the to see what needs to stretch or pool compressed in order to be able to compete at the man of the sought to bring them to the sea beet 1 And then the discuss about the human Michael more those useful for establishing a again memory for member these Little of this we will do all of this in the next turn that for today thanks for the bench
Harmonische Analyse
Einfügungsdämpfung
Domain <Netzwerk>
Natürliche Zahl
Gleichungssystem
Information
Gesetz <Physik>
Computeranimation
Übergang
Vorzeichen <Mathematik>
Gruppe <Mathematik>
Information Retrieval
Quellencodierung
Distributionstheorie
Datenhaltung
Güte der Anpassung
Übergang
Frequenz
Arithmetisches Mittel
Dateiformat
Messprozess
Information
Ordnung <Mathematik>
Arithmetisches Mittel
Multimedia
Gravitation
Subtraktion
Folge <Mathematik>
Gewicht <Mathematik>
Wellenlehre
Multimedia
Transformation <Mathematik>
Punktspektrum
Division
Whiteboard
Datenhaltung
Domain-Name
Unterring
Reelle Zahl
Schreib-Lese-Kopf
Videospiel
Zeitbereich
Frequenz
Quick-Sort
Energiedichte
Flächeninhalt
Last
Mereologie
Energiedichte
Bandmatrix
Mustererkennung
Bitmap-Graphik
Domain <Netzwerk>
Folge <Mathematik>
Zeitbereich
Fourier-Transformierte
Selbstrepräsentation
Regulärer Graph
Vektorraum
Kombinatorische Gruppentheorie
Frequenz
Frequenz
Gesetz <Physik>
Analysis
Computeranimation
Spezialrechner
Komponente <Software>
Domain-Name
Koeffizient
Prozess <Informatik>
Gruppe <Mathematik>
Selbstrepräsentation
Energiedichte
Abschattung
Zusammenhängender Graph
Kartesische Koordinaten
Histogramm
Zeitbereich
Selbstrepräsentation
Kontrollstruktur
Zahlenbereich
Wort <Informatik>
Datenfluss
Punktspektrum
Frequenz
Computeranimation
Domain-Name
Rechter Winkel
Gruppe <Mathematik>
Zeitbereich
Gewichtete Summe
Extrempunkt
Kombinatorische Gruppentheorie
Frequenz
Korrelationsfunktion
Computeranimation
Schreib-Lese-Kopf
Physikalischer Effekt
Soundverarbeitung
Stabilitätstheorie <Logik>
Web Site
Rahmenproblem
Physikalisches System
Extrempunkt
Computeranimation
Kugelkappe
Videokonferenz
System F
Einheit <Mathematik>
Gruppe <Mathematik>
Ein-Ausgabe
Hochvakuum
Speicherabzug
Mobiles Internet
Garbentheorie
Computerunterstützte Übersetzung
Bildgebendes Verfahren
Meta-Tag
Subtraktion
Klasse <Mathematik>
Sprachsynthese
Kombinatorische Gruppentheorie
Gesetz <Physik>
Punktspektrum
Computeranimation
Domain-Name
Charakteristisches Polynom
Prozess <Informatik>
Gruppe <Mathematik>
MIDI <Musikelektronik>
Schreib-Lese-Kopf
Elektronische Publikation
Vektorgraphik
Stochastische Abhängigkeit
Telekommunikation
Schlussregel
Objektklasse
Frequenz
Quick-Sort
Chipkarte
Arithmetisches Mittel
Twitter <Softwareplattform>
Rechter Winkel
Last
Ein-Ausgabe
Garbentheorie
Bandmatrix
Bit
Punkt
Formale Sprache
Schmelze <Betrieb>
Geräusch
Sprachsynthese
Punktspektrum
Computeranimation
Differential
Charakteristisches Polynom
Vorzeichen <Mathematik>
Gruppe <Mathematik>
Regulator <Mathematik>
Schreib-Lese-Kopf
Metropolitan area network
Gruppe <Mathematik>
Varianz
Frequenz
Widerspruchsfreiheit
Teilbarkeit
Datenstruktur
Benutzerschnittstellenverwaltungssystem
Rechter Winkel
Formale Sprache
Bandmatrix
Bandmatrix
Bitrate
Varietät <Mathematik>
Einfügungsdämpfung
Wellenpaket
Ortsoperator
Wasserdampftafel
Vektorraum
Sprachsynthese
Computer
Hauptplatine
Computerunterstütztes Verfahren
Extrempunkt
Inzidenzalgebra
Punktspektrum
Computeranimation
Netzwerktopologie
Differential
Vorzeichen <Mathematik>
Gruppe <Mathematik>
Diskrete Simulation
Datentyp
Abstand
Bildgebendes Verfahren
Umwandlungsenthalpie
Algorithmus
Lineares Funktional
Schwellwertverfahren
Elektronische Publikation
Vektorgraphik
Abfrage
Physikalisches System
Objektklasse
Rechter Winkel
Information
Bandmatrix
Varietät <Mathematik>
Subtraktion
Momentenproblem
Selbstrepräsentation
Sprachsynthese
Zahlenbereich
Sprachsynthese
Frequenz
Teilbarkeit
Computeranimation
Domain-Name
Spieltheorie
Gruppe <Mathematik>
Mereologie
Benutzerführung
Gerade
Subtraktion
Vektorraum
Sprachsynthese
Gebäude <Mathematik>
Computer
Benutzeroberfläche
Computeranimation
Unendlichkeit
Algorithmus
Koeffizient
Charakteristisches Polynom
Vorzeichen <Mathematik>
Digitale Photographie
Gruppe <Mathematik>
Bildschirmfenster
Statistische Analyse
Information Retrieval
MIDI <Musikelektronik>
Schnitt <Graphentheorie>
ART-Netz
Elektronische Publikation
Vektorgraphik
Sprachsynthese
Paarvergleich
Histogramm
Heegaard-Zerlegung
Gravitation
Subtraktion
Mereologie
Momentenproblem
Gruppenoperation
Zellularer Automat
Sprachsynthese
Computerunterstütztes Verfahren
Punktspektrum
Gesetz <Physik>
Computeranimation
Spezifisches Volumen
Videokonferenz
Systemprogrammierung
Domain-Name
Logarithmus
Maßstab
Gewicht <Mathematik>
Charakteristisches Polynom
Koeffizient
Mittelwert
Gruppe <Mathematik>
Skript <Programm>
Objektverfolgung
Zentrische Streckung
Lineares Funktional
Logiksynthese
Zeitbereich
Frequenz
Rechnen
Frequenz
Dichte <Physik>
Wurzel <Mathematik>
Last
Bandmatrix
Punktspektrum
Fourier-Entwicklung
Quadratzahl
Bandmatrix
Mittelwert
Momentenproblem
Vektorraum
Kombinatorische Gruppentheorie
Ähnlichkeitsgeometrie
Computeranimation
Koeffizient
Standardabweichung
Gruppe <Mathematik>
Diskrete Simulation
Bildschirmfenster
Drei
Korrelationsfunktion
Autokorrelation
Schreib-Lese-Kopf
Zeitbereich
Güte der Anpassung
Varianz
Nummerung
Statistische Analyse
Physikalisches System
Störungstheorie
Frequenz
Funktion <Mathematik>
Rechter Winkel
Benutzerschnittstellenverwaltungssystem
Autokorrelation
Bandmatrix
Quadratzahl
Bandmatrix
Aggregatzustand
Punkt
Wellenpaket
Gewichtete Summe
Hausdorff-Dimension
Klasse <Mathematik>
Matrizenrechnung
Familie <Mathematik>
Vektorraum
Schreiben <Datenverarbeitung>
Sprachsynthese
Extrempunkt
Fastring
Kombinatorische Gruppentheorie
Rechenbuch
Computeranimation
Demoszene <Programmierung>
Deskriptive Statistik
Karhunen-Loève-Transformation
Bildschirmmaske
Wechselsprung
Informationsmodellierung
Koeffizient
Gruppe <Mathematik>
Schwellwertverfahren
Abstand
Ordnung <Mathematik>
Leistung <Physik>
Addition
Nichtlinearer Operator
Elektronische Publikation
Kovarianzfunktion
TLS
Entscheidungstheorie
Arithmetisches Mittel
Flächeninhalt
Menge
Autokorrelation
Rechter Winkel
Mereologie
Hochvakuum
Wort <Informatik>
Polygonnetz
Surjektivität
Ordnung <Mathematik>
Informationsmodellierung
Aggregatzustand
Varietät <Mathematik>
Multimedia
Retrievalsprache
Subtraktion
Gewicht <Mathematik>
Punkt
Wellenpaket
Momentenproblem
Multimedia
Leistungsbewertung
Klasse <Mathematik>
Orakel <Informatik>
Computeranimation
Datenhaltung
Karhunen-Loève-Transformation
Bildschirmmaske
Informationsmodellierung
Datensatz
Wärmeausdehnung
Gruppe <Mathematik>
Statistische Analyse
Information Retrieval
Abstand
Korrelationsfunktion
Autokorrelation
Beobachtungsstudie
Nichtlinearer Operator
Datenhaltung
Indexberechnung
Varianz
Quick-Sort
Mapping <Computergraphik>
Arithmetisches Mittel
Automatische Indexierung
Parametersystem
Bandmatrix
Standardabweichung
Arithmetisches Mittel
Retrievalsprache
Dicke
Statistik
Punkt
Leistungsbewertung
Datenhaltung
Güte der Anpassung
Mathematisierung
Sprachsynthese
Automatische Handlungsplanung
Sichtbarkeitsverfahren
Varietät <Mathematik>
Paarvergleich
Dateiformat
Quick-Sort
Computeranimation
Demoszene <Programmierung>
Spannweite <Stochastik>
Differential
Gruppe <Mathematik>
Datentyp
MIDI <Musikelektronik>
Ordnung <Mathematik>
Term
Korrelationsfunktion
Leistung <Physik>
Metropolitan area network
TVD-Verfahren
Folge <Mathematik>
Subtraktion
Wellenpaket
Geräusch
Zahlenbereich
Feuchtigkeit
Computeranimation
Differential
Spieltheorie
Gruppe <Mathematik>
Diskrete Simulation
Datentyp
Notepad-Computer
Folge <Mathematik>
Verschiebungsoperator
Nichtlinearer Operator
Gruppe <Mathematik>
Datenhaltung
Ruhmasse
Physikalisches System
Frequenz
Frequenz
Quick-Sort
Invariante
Rechenschieber
Arithmetisches Mittel
Singularität <Mathematik>
Energiedichte
Schwingung
Differenzkern
Rechter Winkel
TVD-Verfahren
Mereologie
Harmonische Analyse
Fitnessfunktion
Harmonische Analyse
Bit
Punkt
Zeitbereich
Geräusch
Frequenz
Punktspektrum
Frequenz
Quick-Sort
Computeranimation
Zeichenkette
ENUM
Energiedichte
Bildschirmfenster
Kommensurabilität
Harmonische Analyse
Unterring
Darstellung <Mathematik>
Geräusch
Paarvergleich
Extrempunkt
Fastring
Punktspektrum
Frequenz
Computeranimation
Harmonische Analyse
Darstellung <Mathematik>
Folge <Mathematik>
Subtraktion
Schwellwertverfahren
Punkt
Rahmenproblem
Mathematisierung
Sprachsynthese
Computer
Frequenz
Punktspektrum
Frequenz
Quick-Sort
Computeranimation
Fundamentalsatz der Algebra
Mereologie
Messprozess
Ordnung <Mathematik>
Einflussgröße
Gerade
Mittelwert
Softwaretest
Web Site
Programmiergerät
Subtraktion
Wellenlehre
Automatische Handlungsplanung
Sichtbarkeitsverfahren
Physikalisches System
Frequenz
Frequenz
Whiteboard
Computeranimation
Spezifisches Volumen
Differential
Softwaretest
Funktion <Mathematik>
Hypermedia
PRINCE2
Einflussgröße
Schreib-Lese-Kopf
Warteschlange
Spannweite <Stochastik>
Subtraktion
Rohdaten
Punkt
Frequenz
Ordnung <Mathematik>
Frequenz
Dialekt
Computeranimation
Resultante
Subtraktion
Punkt
Selbstrepräsentation
Ablöseblase
Content <Internet>
Term
Computeranimation
Maßstab
Vorzeichen <Mathematik>
Spieltheorie
Standardabweichung
Konstante
Kontrollstruktur
Gasdruck
Inhalt <Mathematik>
Spezifisches Volumen
Gleichmäßige Konvergenz
Trennungsaxiom
Zentrische Streckung
Gruppe <Mathematik>
Zwei
Frequenz
Frequenz
Inverser Limes
Attributierte Grammatik
Ordnung <Mathematik>
Wellenform
Term
Bell and Howell
Distributionstheorie
Punkt
Multiplikation
Extrempunkt
Sprachsynthese
Case-Modding
Gesetz <Physik>
Computeranimation
Histogramm
Multiplikation
Informationsmodellierung
Maßstab
Gruppe <Mathematik>
Distributionenraum
Determiniertheit <Informatik>
Neunzehn
Modallogik
Softwaretest
Zentrische Streckung
Wald <Graphentheorie>
Sichtbarkeitsverfahren
Frequenz
Frequenz
Office-Paket
Histogramm
Anpassung <Mathematik>
Ordnung <Mathematik>
Verkehrsinformation
Abstimmung <Frequenz>
Web Site
SCI <Informatik>
Booten
Abgeschlossene Menge
Sichtbarkeitsverfahren
Computer
Computeranimation
SLAM-Verfahren
Wechselsprung
Einheit <Mathematik>
Last
Schwebung
Statistische Analyse
Gammafunktion
Unendlichkeit
Demoszene <Programmierung>
Shape <Informatik>
Suite <Programmpaket>
Rechter Winkel
Paarvergleich
Figurierte Zahl
Frequenz
Code
Computeranimation
Verschiebungsoperator
Folge <Mathematik>
Abstimmung <Frequenz>
Gruppe <Mathematik>
Stichprobenumfang
Kondition <Mathematik>
Ordnung <Mathematik>
Quick-Sort
Computeranimation
Gammafunktion
Data Dictionary
Softwaretest
Subtraktion
Antwortfunktion
Wellenlehre
Sichtbarkeitsverfahren
Sprachsynthese
Schlussregel
Physikalisches System
Frequenz
Frequenz
Gesetz <Physik>
Algorithmische Programmiersprache
Erschütterung
Computeranimation
Informationsmodellierung
Verbandstheorie
Wavelet
Mereologie
Bus <Informatik>
URL
Informationsmodellierung
Schreib-Lese-Kopf
Korrelationsfunktion
Folge <Mathematik>
Punkt
Spektralzerlegung <Physik>
Gruppenkeim
Oval
Dialekt
Computeranimation
Demoszene <Programmierung>
Informationsmodellierung
Charakteristisches Polynom
Ausdruck <Logik>
Temporale Logik
Abstand
Korrelationsfunktion
Folientastatur
Folge <Mathematik>
Lineares Funktional
Dicke
Synchronisierung
Codierungstheorie
Frequenz
Frequenz
Mustersprache
Funktion <Mathematik>
Autokorrelation
Meter
Hypermedia
Mereologie
URL
Schlüsselverwaltung
Informationsmodellierung
Harmonische Analyse
Einfügungsdämpfung
Bit
Gruppenkeim
Abgeschlossene Menge
Zellularer Automat
Synchronisierung
Whiteboard
Computeranimation
Demoszene <Programmierung>
Informationsmodellierung
Gruppentheorie
Fundamentalsatz der Algebra
Sichtenkonzept
Synchronisierung
Zeitbereich
Ruhmasse
Frequenz
Bildschirmsymbol
Kontextbezogenes System
Gefangenendilemma
Arithmetisches Mittel
Fundamentalsatz der Algebra
Flächeninhalt
Mereologie
Ablöseblase
URL
Modelltheorie
Ordnung <Mathematik>
Schlüsselverwaltung
Informationsmodellierung
Aggregatzustand
Standardabweichung
Partitionsfunktion
Harmonische Analyse
Formation <Mathematik>
Subtraktion
Datensichtgerät
Geräusch
Komplex <Algebra>
Punktspektrum
Template
Computeranimation
Selbst organisierendes System
Zusammenhängender Graph
Schießverfahren
Prozess <Informatik>
Matching <Graphentheorie>
Logiksynthese
Homologie
Zeitbereich
Verzweigendes Programm
Frequenz
Frequenz
Quick-Sort
Teilbarkeit
Integral
Matching
Arithmetisches Mittel
Menge
Einheit <Mathematik>
Komplex <Algebra>
Rechter Winkel
Faktor <Algebra>
Harmonische Analyse
Template Matching
Vektorpotenzial
Domain <Netzwerk>
Punkt
Computerunterstütztes Verfahren
Dicke
Zahlensystem
Computeranimation
Videokonferenz
Interaktives Fernsehen
Prozess <Informatik>
Gruppe <Mathematik>
Bildschirmfenster
Flächeninhalt
Korrelationsfunktion
Bildauflösung
Prinzip der gleichmäßigen Beschränktheit
Objektverfolgung
Dicke
Vervollständigung <Mathematik>
Datenhaltung
Frequenz
Teilbarkeit
Koalitionstheorie
Spannweite <Stochastik>
Datenfeld
Autokorrelation
Punktspektrum
Ordnung <Mathematik>
Subtraktion
Folge <Mathematik>
Oktave <Mathematik>
Mathematisierung
Sprachsynthese
Kombinatorische Gruppentheorie
Punktspektrum
Systemprogrammierung
Spannweite <Stochastik>
Domain-Name
Benutzerbeteiligung
Reelle Zahl
Biprodukt
Schreib-Lese-Kopf
Leistung <Physik>
Algorithmus
Stochastische Abhängigkeit
Bildauflösung
Symboltabelle
Physikalisches System
Frequenz
Umsetzung <Informatik>
Quick-Sort
Echtzeitsystem
Mereologie
Evolutionsstrategie
Harmonische Analyse
Mustererkennung
Punkt
Prozess <Physik>
Extrempunkt
Extrempunkt
Punktspektrum
Computeranimation
Videokonferenz
Demoszene <Programmierung>
Endogene Variable
Bildschirmfenster
Stichprobenumfang
Biprodukt
Strom <Mathematik>
Leistung <Physik>
Prinzip der gleichmäßigen Beschränktheit
Lineares Funktional
Parametersystem
Multifunktion
Profil <Aerodynamik>
Primideal
Frequenz
Frequenz
Teilbarkeit
Spannweite <Stochastik>
Punktspektrum
Ordnung <Mathematik>
Harmonische Analyse
Harmonische Analyse
Fehlermeldung
Schwellwertverfahren
Approximationstheorie
Oktave <Mathematik>
Geräusch
Biprodukt
Frequenz
Frequenz
Punktspektrum
Computeranimation
Homepage
Schlussregel
Prozess <Informatik>
Vorzeichen <Mathematik>
Schwellwertverfahren
Punktspektrum
Biprodukt
Harmonische Analyse
Ordnung <Mathematik>
Leistung <Physik>
Resultante
Schwellwertverfahren
Subtraktion
Momentenproblem
Biharmonische Funktion
Geräusch
Physikalisches System
Kombinatorische Gruppentheorie
Punktspektrum
Frequenz
Computeranimation
Domain-Name
Größenordnung
Ordnung <Mathematik>
Leistung <Physik>
Schätzwert
Harmonische Analyse
Subtraktion
Selbstrepräsentation
Extrempunkt
Kombinatorische Gruppentheorie
Punktspektrum
Computeranimation
Domain-Name
Dämpfung
Maximum-Likelihood-Schätzung
Bildschirmfenster
Faltungsoperator
Biprodukt
Ideal <Mathematik>
Kette <Mathematik>
Algorithmus
Lineares Funktional
Shape <Informatik>
Zwei
Gebäude <Mathematik>
Einfache Genauigkeit
Frequenz
Frequenz
Quick-Sort
Dichte <Physik>
Office-Paket
Verkettung <Informatik>
Funktion <Mathematik>
Garbentheorie
Last
Hypermedia
Punktspektrum
Harmonische Analyse
Ordnung <Mathematik>
Shape <Informatik>
Aggregatzustand
Schätzwert
Subtraktion
Fehlermeldung
Multiplikation
Matrizenrechnung
Vektorraum
IRIS-T
Frequenz
Extrempunkt
Codec
Computeranimation
Komplexitätstheorie
Fächer <Mathematik>
Festspeicher
Ein-Ausgabe
Mustersprache
Mereologie
Punktspektrum
Biprodukt
Metropolitan area network
Schätzwert
Resultante
Korrelationsfunktion
Matrizenrechnung
Domain <Netzwerk>
Extrempunkt
Wellenlehre
Computerunterstütztes Verfahren
Extrempunkt
Punktspektrum
Whiteboard
Computeranimation
Demoszene <Programmierung>
Domain-Name
Abstand
Ideal <Mathematik>
Gleichungssystem
Korrelationsfunktion
Autokorrelation
Bildauflösung
Verschiebungsoperator
Schätzwert
Verschiebungsoperator
Nichtlinearer Operator
Fehlermeldung
Datenhaltung
Zeitbereich
Mobiles Internet
Bildauflösung
Frequenz
Verknüpfungsglied
Funktion <Mathematik>
Autokorrelation
Mereologie
Faktor <Algebra>
Versionsverwaltung
Mittelwert
Größenordnung
Korrelationsfunktion
Lineares Funktional
Subtraktion
Multiplikation
Extrempunkt
Punktspektrum
Computeranimation
Demoszene <Programmierung>
Sandwich-Satz
Teilmenge
Multiplikation
Funktion <Mathematik>
Fächer <Mathematik>
Gruppe <Mathematik>
Deklarative Programmiersprache
Biprodukt
Korrelationsfunktion
Bildgebendes Verfahren
Standardabweichung
Schätzwert
Korrelationsfunktion
Folge <Mathematik>
Punkt
Extrempunkt
Schaltnetz
Mathematisierung
IRIS-T
Geräusch
Zählen
Computeranimation
Stetige Abbildung
Differential
COM
E-Mail
Stochastische Abhängigkeit
Metropolitan area network
Folge <Mathematik>
Soundverarbeitung
Lineares Funktional
Fehlermeldung
Schießverfahren
Frequenz
Frequenz
Dezimalsystem
Flächeninhalt
Funktion <Mathematik>
Benutzerschnittstellenverwaltungssystem
Festspeicher
Simulation
Ordnung <Mathematik>
Mustererkennung
Schlüsselverwaltung
Soundverarbeitung
Resultante
Darstellung <Mathematik>
Oktave <Mathematik>
Selbstrepräsentation
Bildauflösung
Geräusch
Sprachsynthese
Frequenz
Punktspektrum
Frequenz
Computeranimation
Übergang
Entscheidungstheorie
Multiplikation
Wechselsprung
Bildschirmfenster
URL
Mustererkennung
Symmetriebrechung
Betriebsmittelverwaltung
Bildauflösung
Sichtbarkeitsverfahren
Shape <Informatik>
Bit
Subtraktion
Hysterese
Datenhaltung
Mathematisierung
Geräusch
Computeranimation
Systemprogrammierung
System F
Gruppe <Mathematik>
Ablöseblase
Information Retrieval
Motiv <Mathematik>
Mustererkennung
Aggregatzustand
Sichtbarkeitsverfahren
Datenhaltung
Lie-Gruppe
Computeranimation
Systemprogrammierung
Spieltheorie
Hypermedia
Skript <Programm>
Information Retrieval
Softwareschwachstelle
MIDI <Musikelektronik>
Mobiles Endgerät
Software Engineering
Subtraktion
Gewichtete Summe
Verhandlungs-Informationssystem
Snake <Bildverarbeitung>
Summengleichung
Computerunterstütztes Verfahren
Extrempunkt
Bildschirmsymbol
Fokalpunkt
Frequenz
Code
Computeranimation
PROM
Bewegungsunschärfe
COM
Spieltheorie
Gruppe <Mathematik>
CIM
MIDI <Musikelektronik>
Kurvenanpassung
Gammafunktion
Stellenring
Bit
Kreisfläche
Punkt
Rahmenproblem
Güte der Anpassung
Hochdruck
Kommutator <Quantentheorie>
Ranking
Code
Raum-Zeit
Computeranimation
Entscheidungstheorie
Demoszene <Programmierung>
E-Learning
Einheit <Mathematik>
Prozess <Informatik>
Rechter Winkel
Gruppe <Mathematik>
Mereologie
Kontrollstruktur
Skript <Programm>
Standardabweichung
Dualitätstheorie
Datensatz
Mereologie
Einfache Genauigkeit
Nummerung
Chi-Quadrat-Verteilung
Innerer Punkt
Portscanner
Computeranimation
Metropolitan area network
Punkt
Gruppenkeim
Farbverwaltungssystem
Einfache Genauigkeit
Delisches Problem
Computeranimation
Leistung <Physik>
Subtraktion
Punkt
Automatische Handlungsplanung
Code
Computeranimation
Netzwerktopologie
Systemprogrammierung
Informationsmodellierung
Gruppe <Mathematik>
Information Retrieval
Abstand
Korrelationsfunktion
Lineares Funktional
Algorithmus
Shape <Informatik>
Zeitbereich
Ausnahmebehandlung
Übergang
Physikalisches System
Frequenz
Design by Contract
Kugelkappe
Autokorrelation
Last
Aggregatzustand
Retrievalsprache
Folge <Mathematik>
Decodierung
Matching <Graphentheorie>
Pay-TV
Datenhaltung
Gasströmung
Physikalisches System
Matching
Kombinatorische Gruppentheorie
Computeranimation
Matching
Domain-Name
Twitter <Softwareplattform>
Festspeicher
Selbstrepräsentation
Vorlesung/Konferenz
Ordnung <Mathematik>
Maßerweiterung
Warping
Markov-Kette
Informationsmodellierung
Metropolitan area network

Metadaten

Formale Metadaten

Titel Audio Low level Features, Difference Limen, Pitch Recognition (19.05.2011)
Serientitel Multimedia Databases
Teil 8
Anzahl der Teile 14
Autor Balke, Wolf-Tilo
Mitwirkende Homoceanu, Silviu
Lizenz CC-Namensnennung - keine kommerzielle Nutzung 3.0 Deutschland:
Sie dürfen das Werk bzw. den Inhalt zu jedem legalen und nicht-kommerziellen Zweck nutzen, verändern und in unveränderter oder veränderter Form vervielfältigen, verbreiten und öffentlich zugänglich machen, sofern Sie den Namen des Autors/Rechteinhabers in der von ihm festgelegten Weise nennen.
DOI 10.5446/342
Herausgeber Technische Universität Braunschweig, Institut für Informationssysteme
Erscheinungsjahr 2011
Sprache Englisch
Produzent Technische Universität Braunschweig
Institut für Informationssysteme
Balke, Wolf-Tilo
Produktionsjahr 2011
Produktionsort Braunschweig

Inhaltliche Metadaten

Fachgebiet Informatik
Abstract In this course, we examine the aspects regarding building multimedia database systems and give an insight into the used techniques. The course deals with content-specific retrieval of multimedia data. Basic issue is the efficient storage and subsequent retrieval of multimedia documents. The general structure of the course is: - Basic characteristics of multimedia databases - Evaluation of retrieval effectiveness, Precision-Recall Analysis - Semantic content of image-content search - Image representation, low-level and high-level features - Texture features, random-field models - Audio formats, sampling, metadata - Thematic search within music tracks - Query formulation in music databases - Media representation for video - Frame / Shot Detection, Event Detection - Video segmentation and video summarization - Video Indexing, MPEG-7 - Extraction of low-and high-level features -Integration of features and efficient similarity comparison - Indexing over inverted file index, indexing Gemini, R *- trees

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