Subtitles for mathematics videos

I think that I have, by now, made about 80 hours of mathematics videos available through various channels (see my blog page My Screencasts)

What should I do if I want to add subtitles to my videos? Can this process be automated?

Has anyone tried out automatic subtitling/transcription software on maths lectures? And has anyone had any luck?

Joel

Advertisements

One response to “Subtitles for mathematics videos

  1. YouTube can now provide automated machine transcription. This is in beta at the moment. You click the cc (closed caption) button at the bottom of the video, and you will get the option of seeing automated machine transcription. However the results are not very helpful for my maths videos.
    Here is the transcription it currently offers for my recent seminar on Endomorphisms of commutative semiprime Banach algebras.

    0:00:00.869,0:00:01.589
    okay

    0:00:01.589,0:00:02.750
    so

    0:00:02.750,0:00:07.899
    but i’d start might stop by thanking the
    organizers like everyone else that for

    0:00:07.899,0:00:10.019
    the extra job done

    0:00:10.019,0:00:11.060
    and uh…

    0:00:11.060,0:00:12.579
    give me a chance to speak

    0:00:12.579,0:00:15.649
    and i gotta tell you about this until
    twelve with

    0:00:15.649,0:00:19.899
    thirty minutes

    0:00:19.899,0:00:23.509
    but if you have to act which is almost
    identical to the abstract that you’ll

    0:00:23.509,0:00:26.269
    scene in the

    0:00:26.269,0:00:27.280
    invokes what’s

    0:00:27.280,0:00:29.699
    amid a couple of months changes but
    uh…

    0:00:29.699,0:00:35.410
    so everything about various ka result
    edible systems all

    0:00:35.410,0:00:37.540
    wealth committee back after this

    0:00:37.540,0:00:39.520
    had sometimes

    0:00:39.520,0:00:42.059
    send a simple sometimes you come out of
    rooms

    0:00:42.059,0:00:44.360
    and bought more generally

    0:00:44.360,0:00:49.060
    three tobacco had risen general and
    especially so differently to back after

    0:00:49.060,0:00:49.500
    this

    0:00:49.500,0:00:51.420
    and let me talk with you

    0:00:51.420,0:00:52.870
    that uh…

    0:00:52.870,0:00:58.020
    the fish in the coming later

    0:00:58.020,0:01:05.020
    them

    0:01:11.480,0:01:12.220
    so

    0:01:12.220,0:01:16.240
    status in the face of politics up

    0:01:16.240,0:01:18.820
    what is a vote

    0:01:18.820,0:01:24.260
    definitive result but i’ve got with
    uh… on compaq and both of them say all

    0:01:24.260,0:01:27.410
    sensible to me to back out the rest

    0:01:27.410,0:01:30.729
    and quite a compact uncompensated

    0:01:30.729,0:01:32.770
    that i think about this one exits

    0:01:32.770,0:01:33.990
    internally

    0:01:33.990,0:01:36.590
    and where some of the early results that

    0:01:36.590,0:01:41.380
    fate but got home compacted opens when
    if any of this one is proper

    0:01:41.380,0:01:42.560
    characterization

    0:01:42.560,0:01:44.330
    equipment up and morphisms

    0:01:44.330,0:01:48.540
    and it’s upset

    0:01:48.540,0:01:52.270
    particularly looking at the place where
    he got connected texas-based that’s just

    0:01:52.270,0:01:55.090
    make sure there’s not a non-trivial
    impotence

    0:01:55.090,0:01:57.430
    and that

    0:01:57.430,0:02:02.100
    bureaucratic dual on outgrowth edible
    ism both your if you decide to go back

    0:02:02.100,0:02:03.909
    at work

    0:02:03.909,0:02:05.340
    quest compact

    0:02:05.340,0:02:06.829
    if and only if

    0:02:06.829,0:02:10.659
    the power of the operator after
    converting operational correct one

    0:02:10.659,0:02:12.899
    you’ve learned the most of them

    0:02:12.899,0:02:16.110
    and about pretty strong and patterns

    0:02:16.110,0:02:19.900
    i guess report that week finished at
    that point

    0:02:19.900,0:02:22.109
    acceptable proof

    0:02:22.109,0:02:25.369
    and we discovered that we didn’t need
    something simple

    0:02:25.369,0:02:28.529
    and it turned out to what you really
    need it was that you couldn’t have been

    0:02:28.529,0:02:31.500
    the got the most important thing you
    needed was that

    0:02:31.500,0:02:34.559
    problem on their image from there

    0:02:34.559,0:02:36.730
    so you have to be different and then

    0:02:36.730,0:02:38.729
    turns out that

    0:02:38.729,0:02:40.909
    you could move to

    0:02:40.909,0:02:44.769
    with the subject line back at the rose

    0:02:44.769,0:02:46.139
    sleep problem

    0:02:46.139,0:02:49.459
    say agent that if you think you can come
    up with this

    0:02:49.459,0:02:50.629
    on the shores

    0:02:50.629,0:02:52.469
    fi professor both

    0:02:52.469,0:02:54.469
    that it is possible to have

    0:02:54.469,0:02:58.749
    discontinue thunderbolt isn’t sold too
    good to civic pride so you have to meet

    0:02:58.749,0:03:01.550
    with you continue to before things get
    started

    0:03:01.550,0:03:02.680
    but uh…

    0:03:02.680,0:03:03.849
    coated on that

    0:03:03.849,0:03:05.710
    then the fears troopers fruit

    0:03:05.710,0:03:07.239
    yes it does work

    0:03:07.239,0:03:09.999
    and and then does that stand to see if
    you do

    0:03:09.999,0:03:12.120
    route if you can’t buy certain connected

    0:03:12.120,0:03:15.070
    ought to be something about this for the
    standard thing to do with the castration

    0:03:15.070,0:03:15.919
    connected

    0:03:15.919,0:03:19.929
    involving deconvolution into a photo
    item pollutants and

    0:03:19.929,0:03:24.089
    and optometry something about that
    towards the end

    0:03:24.089,0:03:28.279
    sorted through talking about this and
    backgrounds and uh…

    0:03:28.279,0:03:30.009
    charlotte myself

    0:03:30.009,0:03:30.799
    let’s get money

    0:03:30.799,0:03:36.509
    big river should help me to put

    0:03:36.509,0:03:38.060
    thought to talk about the backgrounds

    0:03:38.060,0:03:40.009
    at these definitions vietnamese

    0:03:40.009,0:03:42.079
    and uh…

    0:03:42.079,0:03:49.079
    and i might increase in particular

    0:03:49.120,0:03:51.659
    okay so i think by the folks

    0:03:51.659,0:03:54.629
    we expected forgot public panic out of
    here

    0:03:54.629,0:03:58.849
    and message-id will begin with you to go
    back out of this

    0:03:58.849,0:04:02.540
    and that sort of got passed by a scale
    from france for modest wanted from the

    0:04:02.540,0:04:03.589
    start of stuff

    0:04:03.589,0:04:07.379
    and of course when i say end of august
    and the economy and how to bring to both

    0:04:07.379,0:04:08.780
    of them so that uh…

    0:04:08.780,0:04:11.549
    multiplicative union down from the

    0:04:11.549,0:04:12.839
    which itself

    0:04:12.839,0:04:14.329
    uh… that

    0:04:14.329,0:04:19.479
    mostly w nichols so they could not be
    able to get them to have him to do it

    0:04:19.479,0:04:22.090
    and if your son is simple daily

    0:04:22.090,0:04:28.389
    and morphisms or wadsworth continuous i
    say from the early theory press

    0:04:28.389,0:04:32.139
    how long ago retrieved dependable dozens
    of committees

    0:04:32.139,0:04:34.280
    philosophical

    0:04:34.280,0:04:35.800
    sort of thirty-third

    0:04:35.800,0:04:38.259
    said that

    0:04:38.259,0:04:39.620
    so that

    0:04:39.620,0:04:41.499
    progressivism pull then

    0:04:41.499,0:04:46.280
    that you can figure out what animals a
    bit like because that blue

    0:04:46.280,0:04:50.909
    looked like this

    0:04:50.909,0:04:54.560
    that is the competition or proteins if
    you’re what he’ll propose a group

    0:04:54.560,0:04:57.599
    it’s a suitable self malcolm x_
    michael’s place

    0:04:57.599,0:05:01.330
    itself not because the restriction quote
    the bachelors

    0:05:01.330,0:05:03.800
    operator to the charges

    0:05:03.800,0:05:05.779
    and bob

    0:05:05.779,0:05:07.909
    you can also be simple

    0:05:07.909,0:05:09.439
    do you still get itself not

    0:05:09.439,0:05:10.979
    in fact is that what it

    0:05:10.979,0:05:14.159
    by placing with the either or both of
    them

    0:05:14.159,0:05:16.710
    and so because of not being

    0:05:16.710,0:05:18.080
    m dot c

    0:05:18.080,0:05:19.639
    silk matte

    0:05:19.639,0:05:22.419
    associated

    0:05:22.419,0:05:24.229
    and of course

    0:05:24.229,0:05:26.270
    what you get better

    0:05:26.270,0:05:33.270
    is this formula

    0:05:33.629,0:05:35.590
    concerning the cairo conference rooms

    0:05:35.590,0:05:36.759
    and so

    0:05:36.759,0:05:39.159
    it’s not like compositional frazier

    0:05:39.159,0:05:41.800
    you could be delfin transform

    0:05:41.800,0:05:43.430
    led the chorus

    0:05:43.430,0:05:48.220
    the trips but but rather small and go
    potential model trivial

    0:05:48.220,0:05:49.250
    and so

    0:05:49.250,0:05:52.629
    you might not expect to get much
    information back about the end of both

    0:05:52.629,0:05:57.929
    of them from the stock market

    0:05:57.929,0:05:59.090
    particular

    0:05:59.090,0:06:02.889
    you’re not going to expected get yet the
    most in cuba

    0:06:02.889,0:06:08.770
    finite what things gulf and uh… the
    supplement

    0:06:08.770,0:06:10.969
    and that still

    0:06:10.969,0:06:15.650
    does have act rations insurgency and
    when we’re trying to look at

    0:06:15.650,0:06:21.860
    which in the political prescriptive

    0:06:21.860,0:06:25.650
    so close to add

    0:06:25.650,0:06:26.910
    endorphin with them

    0:06:26.910,0:06:30.160
    a backup regardless of what you want to
    tell you what i want to know the n_

    0:06:30.160,0:06:33.639
    double arkansas because that’s the basic
    thing if you look at uh…

    0:06:33.639,0:06:36.470
    if you’re going to back out with you
    until they’re in the both of them so

    0:06:36.470,0:06:40.000
    into a verified battle that he’ll
    tonight which once it got additional

    0:06:40.000,0:06:40.940
    properties

    0:06:40.940,0:06:43.799
    and so

    0:06:43.799,0:06:46.789
    along if you about this but this which
    are not going to go back to get into it

    0:06:46.789,0:06:49.360
    but i will tell you something about
    results dot

    0:06:49.360,0:06:52.620
    content in the morphisms and then the
    photo opps and dot

    0:06:52.620,0:06:54.840
    and elemental for some of the

    0:06:54.840,0:06:57.699
    easy things you can do it so

    0:06:57.699,0:06:59.770
    in many cases said

    0:06:59.770,0:07:02.340
    all photo spec for at least

    0:07:02.340,0:07:06.129
    if they can strike force to look at it
    that will be able to go

    0:07:06.129,0:07:09.909
    and seductive which once the site
    contact all the progress of the

    0:07:09.909,0:07:11.479
    properties

    0:07:11.479,0:07:15.849
    search someone’s pretty easy is pretty
    inequality the discovery is pretty easy

    0:07:15.849,0:07:17.819
    to see if it’s

    0:07:17.819,0:07:18.820
    things like that

    0:07:18.820,0:07:20.489
    at dot

    0:07:20.489,0:07:23.889
    so that even funnier whatever happens
    all can be tricky if you need to things

    0:07:23.889,0:07:24.960
    like

    0:07:24.960,0:07:27.419
    they’ll take you out of this error

    0:07:27.419,0:07:28.199
    i want

    0:07:28.199,0:07:31.419
    alert for too much about that he had let
    me know

    0:07:31.419,0:07:35.490
    let me uh… all put together some stuff
    that he’s going to be easy

    0:07:35.490,0:07:41.870
    and then for most of the people

    0:07:41.870,0:07:43.449
    photo essay

    0:07:43.449,0:07:46.860
    those parlor welcome comparable to those
    and then

    0:07:46.860,0:07:50.289
    we start to believe to be more general
    conditions that i’ve mentioned earlier

    0:07:50.289,0:07:53.089
    and smugglers

    0:07:53.089,0:07:57.509
    and also unita bloody paw seductress

    0:07:57.509,0:08:01.530
    sorry for about a calculus i wanted to
    remind you what this means

    0:08:01.530,0:08:04.499
    and well lots of different definitions
    of this

    0:08:04.499,0:08:05.979
    but it’s good

    0:08:05.979,0:08:07.519
    lebed luke

    0:08:07.519,0:08:10.109
    itself

    0:08:10.109,0:08:12.699
    e terrible so

    0:08:12.699,0:08:15.110
    that’s a look at the same city crime

    0:08:15.110,0:08:18.379
    so are you concerned

    0:08:18.379,0:08:24.180
    communities you’d go back out to breath

    0:08:24.180,0:08:29.689
    study program

    0:08:29.689,0:08:36.689
    etc

    0:08:40.640,0:08:41.799
    this early prime

    0:08:41.799,0:08:44.930
    if that

    0:08:44.930,0:08:51.930
    but there is no longer note that i
    thought was that

    0:09:06.610,0:09:10.130
    but i mean you before you do it with at

    0:09:10.130,0:09:12.870
    that your article get with it

    0:09:12.870,0:09:17.340
    the budget and your book deal that sold
    but uh…

    0:09:17.340,0:09:24.340
    but this is what i need is the man on
    there and open to them

    0:09:25.390,0:09:27.510
    and i also want to talk a little

    0:09:27.510,0:09:29.460
    always leave it

    0:09:29.460,0:09:36.460
    senator danforth’s anti-crime not
    conversely

    0:09:43.720,0:09:50.720
    in fact there’s quite a lot of commuted
    radical civic pride regardless

    0:10:08.100,0:10:12.140
    life but i thought sequel gotta go back
    out with the power series and things

    0:10:12.140,0:10:13.520
    like that

    0:10:13.520,0:10:16.730
    so trying to develop the rounds

    0:10:16.730,0:10:19.850
    which are very different from

    0:10:19.850,0:10:23.440
    fit but it’s a different you may want to
    utilize them if you want to get into the

    0:10:23.440,0:10:29.970
    union city

    0:10:29.970,0:10:36.970
    study that we pray for peace

    0:10:37.420,0:10:39.400
    so let me say something

    0:10:39.400,0:10:42.850
    about simply isn’t compatible says
    because i want to say

    0:10:42.850,0:10:48.070
    that stuff that happened a long time
    before i came into the picture

    0:10:48.070,0:10:50.510
    so we got too much and seventy-eights

    0:10:50.510,0:10:53.880
    and in nineteen eighty britain that came
    with steve

    0:10:53.880,0:10:59.470
    some of the federal work on combat in
    both of them

    0:10:59.470,0:11:06.470
    so what is her too

    0:11:07.600,0:11:09.790
    that well first officer to repeat

    0:11:09.790,0:11:16.790
    he said one of the combat in the
    morphisms of discounted rate

    0:11:19.460,0:11:26.460
    so it’s a closed it is

    0:11:30.450,0:11:37.450
    it’s just got to work

    0:11:40.160,0:11:43.920
    so that’s the continuous functions

    0:11:43.920,0:11:46.369
    on the thirteenth is that the f_d_a_’s

    0:11:46.369,0:11:47.840
    anorexic

    0:11:47.840,0:11:51.790
    on the carpenters

    0:11:51.790,0:11:53.660
    because you have guessed

    0:11:53.660,0:12:00.660
    these notebooks

    0:12:02.010,0:12:04.040
    and that will help

    0:12:04.040,0:12:07.630
    edibles and discover pretty easy

    0:12:07.630,0:12:10.380
    u_c_-berkeley self map daniel’s mom
    which

    0:12:10.380,0:12:15.030
    so not to give you know both of them

    0:12:15.030,0:12:18.440
    and and the morphism

    0:12:18.440,0:12:20.550
    empty

    0:12:20.550,0:12:22.700
    that corresponds to

    0:12:22.700,0:12:24.170
    the stealth mode

    0:12:24.170,0:12:26.220
    form the cap space which of course

    0:12:26.220,0:12:29.840
    still closed it

    0:12:29.840,0:12:31.940
    so this is a beautiful northrop

    0:12:31.940,0:12:37.030
    and i think at this place

    0:12:37.030,0:12:38.520
    that’s assault not

    0:12:38.520,0:12:45.520
    and so that’s the associate itself not

    0:12:57.410,0:12:59.300
    and of course indeed

    0:12:59.300,0:13:03.200
    the europe

    0:13:03.200,0:13:04.140
    actually

    0:13:04.140,0:13:11.140
    i’m not perfect but it’s not not able to
    put me in his character

    0:13:13.470,0:13:15.460
    thirty itself is contiguous

    0:13:15.460,0:13:18.050
    on thursdays and our news from the
    interior

    0:13:18.050,0:13:21.310
    and and all of us to give your devoted
    fans

    0:13:21.310,0:13:25.660
    and ands

    0:13:25.660,0:13:29.029
    so desirable precisely the ones that did
    you get more victims as well

    0:13:29.029,0:13:30.890
    and then and

    0:13:30.890,0:13:32.610
    t_v_’s compacts

    0:13:32.610,0:13:39.560
    if it only if ralph

    0:13:39.560,0:13:42.200
    if it out here

    0:13:42.200,0:13:46.940
    either

    0:13:46.940,0:13:48.690
    all the places

    0:13:48.690,0:13:49.730
    but the biggest

    0:13:49.730,0:13:53.030
    despite his constant political dot
    subset of the

    0:13:53.030,0:13:54.939
    let’s save that for that work

    0:13:54.939,0:13:58.080
    put a constant was going to contact such
    that all three

    0:13:58.080,0:14:05.080
    their communities

    0:14:12.170,0:14:13.640
    will be continued

    0:14:13.640,0:14:15.700
    that’s so

    0:14:15.700,0:14:20.490
    in which case you couldn’t say exactly
    what the

    0:14:20.490,0:14:25.700
    aiken values and pragmatism and so on

    0:14:25.700,0:14:29.070
    in this case

    0:14:29.070,0:14:34.050
    at the dangerous

    0:14:34.050,0:14:36.440
    the fee we talk a little

    0:14:36.440,0:14:38.070
    uh… three m

    0:14:38.070,0:14:39.950
    for that

    0:14:39.950,0:14:46.950
    street agrees with the please review the
    postcard pretty sometimes

    0:14:48.150,0:14:52.450
    accuse an awful is the purpose of and
    santorum wants one-time uh…

    0:14:52.450,0:14:55.500
    six is only a month long conditions in
    that

    0:14:55.500,0:15:00.010
    but anyway the and features

    0:15:00.010,0:15:04.300
    at the end

    0:15:04.300,0:15:07.570
    the end of the cliff you did this
    because that bind

    0:15:07.570,0:15:11.350
    they compose down through the

    0:15:11.350,0:15:13.140
    one point

    0:15:13.140,0:15:20.140
    uh… unique six twenty three

    0:15:22.380,0:15:24.689
    and he was a support structure was

    0:15:24.689,0:15:28.230
    but it’s a very difficult votes

    0:15:28.230,0:15:29.640
    sort of the spectrum

    0:15:29.640,0:15:30.890
    all three

    0:15:30.890,0:15:34.680
    athleticism

    0:15:34.680,0:15:36.460
    simply

    0:15:36.460,0:15:38.770
    malt and one

    0:15:38.770,0:15:40.780
    together with

    0:15:40.780,0:15:44.310
    all the house speaker or above

    0:15:44.310,0:15:49.480
    poured into a fixed for group

    0:15:49.480,0:15:55.270
    purchased but

    0:15:55.270,0:15:59.450
    but maybe do things determines that more

    0:15:59.450,0:16:06.450
    the and

    0:16:07.150,0:16:14.150
    orthodontist rick

    0:16:16.670,0:16:18.210
    that that

    0:16:18.210,0:16:20.640
    i think that’s a typical spectrum

    0:16:20.640,0:16:22.860
    of this type of not result

    0:16:22.860,0:16:27.180
    you’ve got that powerful literature to
    the point and you see that coming back

    0:16:27.180,0:16:30.880
    again began attitude up into higher
    dimension three different dimensions you

    0:16:30.880,0:16:33.610
    start looking instead at the fresh a
    curative

    0:16:33.610,0:16:34.679
    and uh…

    0:16:34.679,0:16:36.680
    minutes of the spectrum of that

    0:16:36.680,0:16:39.300
    themselves up with that

    0:16:39.300,0:16:43.120
    so arthur dot that’s pretty typical
    suspect a miracle that people have been

    0:16:43.120,0:16:47.510
    resolved

    0:16:47.510,0:16:49.270
    then

    0:16:49.270,0:16:51.460
    in the next paper

    0:16:51.460,0:16:53.829
    evil generalized is the church tower

    0:16:53.829,0:16:55.030
    served

    0:16:55.030,0:17:02.030
    so then indeed nineteen haiti paper

    0:17:05.520,0:17:07.400
    periods went

    0:17:07.400,0:17:12.000
    uh… the hoboken prove that if you are

    0:17:12.000,0:17:16.820
    if you’ve got a compatible for them with
    a commuter sensible backup to prevent

    0:17:16.820,0:17:20.340
    the it’s still true that the stock
    market report a brief central point

    0:17:20.340,0:17:21.279
    detected boards

    0:17:21.279,0:17:22.179
    and this is

    0:17:22.179,0:17:28.390
    and in the case but did not produce
    places connected

    0:17:28.390,0:17:30.679
    so that uh…

    0:17:30.679,0:17:32.350
    that’s entirely

    0:17:32.350,0:17:35.789
    is uh…

    0:17:35.789,0:17:39.240
    for corporate function are two prominent
    characters very sophisticated sensible

    0:17:39.240,0:17:46.240
    back out to prove and unwanted futile

    0:17:59.210,0:18:01.429
    uh… and

    0:18:01.429,0:18:04.200
    sheet from he’s apparently

    0:18:04.200,0:18:10.220
    it is a compact and the morphism

    0:18:10.220,0:18:17.220
    we’ll start with such as yourself not
    thinking

    0:18:27.659,0:18:34.390
    then the insurance begin again

    0:18:34.390,0:18:36.650
    at the end by five

    0:18:36.650,0:18:43.650
    again converged down to unique six
    points

    0:18:43.679,0:18:46.760
    and uh… orthotics device it can it is

    0:18:46.760,0:18:53.760
    i think i didn’t

    0:19:10.550,0:19:12.170
    so that will stop errol

    0:19:12.170,0:19:14.039
    and interviewed defensible

    0:19:14.039,0:19:18.050
    ecological weapons charges dot with that

    0:19:18.050,0:19:25.050
    because we’re not connected

    0:19:32.720,0:19:34.700
    the intersection of the

    0:19:34.700,0:19:41.210
    images

    0:19:41.210,0:19:48.030
    aparna circumstance

    0:19:48.030,0:19:55.030
    anti-castro attractive fixed cycles of
    and things like that

    0:19:59.200,0:20:00.660
    uh… then client

    0:20:00.660,0:20:07.660
    generalizes significantly

    0:20:08.590,0:20:15.590
    an interview for about the cause

    0:20:17.350,0:20:18.330
    so

    0:20:18.330,0:20:21.490
    will try to give us the truth that time

    0:20:21.490,0:20:25.419
    in the first session of the committee
    tobacco deal space for you from algebras

    0:20:25.419,0:20:28.809
    what happened was actually showed that
    the operators the path of the operators

    0:20:28.809,0:20:29.780
    converge

    0:20:29.780,0:20:34.929
    to about one and morphism in operational
    which is one thing don’t go to mention

    0:20:34.929,0:20:35.789
    your idea

    0:20:35.789,0:20:38.500
    declined about results

    0:20:38.500,0:20:39.710
    so

    0:20:39.710,0:20:45.260
    looks at the convergence

    0:20:45.260,0:20:46.380
    alta

    0:20:46.380,0:20:47.840
    since the end

    0:20:47.840,0:20:50.500
    to my blog

    0:20:50.500,0:20:56.100
    and both of them

    0:20:56.100,0:21:00.090
    uh… which wasn’t there in the
    newspaper and at the phone no i think

    0:21:00.090,0:21:04.930
    truth only work in the middle of the
    city

    0:21:04.930,0:21:08.120
    talking thomason dr recruitment

    0:21:08.120,0:21:15.120
    the voters signal on the work force

    0:21:16.160,0:21:19.880
    so let me know takes you to all of these
    definitions and what’s the essential

    0:21:19.880,0:21:23.440
    spectral radius

    0:21:23.440,0:21:26.360
    before we have to be able to talk about
    the cause so if you take the pebble

    0:21:26.360,0:21:30.400
    creek forsberg compact operators there
    and you can take respectful reviews and

    0:21:30.400,0:21:33.159
    then you get the sense of the trip
    radius

    0:21:33.159,0:21:34.430
    and uh…

    0:21:34.430,0:21:40.260
    result berets remains doesn’t respect
    reduces therein

    0:21:40.260,0:21:42.299
    quite compartments aust

    0:21:42.299,0:21:46.640
    essential for to register as one might
    not be any deficit went into rounds

    0:21:46.640,0:21:49.700
    at bop and

    0:21:49.700,0:21:53.340
    thorough what does not want a vision for
    the battery aren’t they usually for a

    0:21:53.340,0:21:57.380
    five forty dwarfism stands but uh…

    0:21:57.380,0:22:01.510
    some people site that’s a state with
    power compact opening backward

    0:22:01.510,0:22:05.030
    pragmatism difference

    0:22:05.030,0:22:08.049
    and uh… so

    0:22:08.049,0:22:10.060
    and what you get to use

    0:22:10.060,0:22:13.859
    complex whypark apart for three
    simplifies contrast

    0:22:13.859,0:22:14.899
    but uh…

    0:22:14.899,0:22:19.019
    columbus is a false dvd format was and
    uh… i don’t have time to check it out

    0:22:19.019,0:22:20.420
    of the gulf of here

    0:22:20.420,0:22:21.370
    and say

    0:22:21.370,0:22:24.620
    let me just be able to tell you

    0:22:24.620,0:22:30.279
    one of the results we got them them on
    the convicted general setting

    0:22:30.279,0:22:33.919
    and certainly but also said he thought
    might be sold in

    0:22:33.919,0:22:37.660
    so it is a well-intentioned yet because
    the vatican only if the operators cheesy

    0:22:37.660,0:22:41.380
    and the conversion operation gold

    0:22:41.380,0:22:43.760
    rent won the political system

    0:22:43.760,0:22:47.160
    and the right one before the most
    important corresponds to the unique

    0:22:47.160,0:22:54.160
    fixed-point put yourself out

    0:22:55.250,0:23:00.350
    and that

    0:23:00.350,0:23:01.559
    it works again

    0:23:01.559,0:23:06.270
    because what you really think that will
    be needed was the palace the old plant

    0:23:06.270,0:23:11.210
    aiken values and still quite values

    0:23:11.210,0:23:14.370
    and a few other little to detect
    committee voted with the commute to stem

    0:23:14.370,0:23:21.370
    from couples as well as a work ethic the
    connected if that wasn’t connected

    0:23:21.710,0:23:24.220
    and here’s what you do and

    0:23:24.220,0:23:27.360
    is a stab at the completion of blood
    thirteenth street with a look at that

    0:23:27.360,0:23:29.740
    time to tell you

    0:23:29.740,0:23:32.370
    and if you will see it and uh…

    0:23:32.370,0:23:36.390
    but then again you get the finite leave
    many attracting six cycles flying

    0:23:36.390,0:23:38.399
    ability and he said

    0:23:38.399,0:23:40.270
    defeatist

    0:23:40.270,0:23:41.950
    and

    0:23:41.950,0:23:46.260
    which is reflected when you look at your
    croatia end by saying the some power of

    0:23:46.260,0:23:47.430
    the operator

    0:23:47.430,0:23:49.190
    whose pounds could uh…

    0:23:49.190,0:23:53.360
    so it’s uh… i’ve had my sub sequence
    of the palace which was called to the

    0:23:53.360,0:23:56.330
    fact that cycles

    0:23:56.330,0:24:00.789
    entities declared ancestry very
    comfortable promoted foreign right

    0:24:00.789,0:24:02.450
    the both of them

    0:24:02.450,0:24:04.190
    dot

    0:24:04.190,0:24:08.270
    that generalizing visit with

    0:24:08.270,0:24:15.120
    but just wanted to flush puff requested
    sort of a couple of its level but uh…

    0:24:15.120,0:24:17.130
    hero of the things you can do

    0:24:17.130,0:24:18.330
    you can

    0:24:18.330,0:24:22.159
    funded overturns a competitive opens the
    code of conduct of the morphisms quite a

    0:24:22.159,0:24:25.510
    few people that they’re doing this now
    including one for assistance

    0:24:25.510,0:24:26.500
    and

    0:24:26.500,0:24:29.490
    then you can look at the record i cut
    the risk

    0:24:29.490,0:24:33.980
    these are to take a bit of difference
    because his note that i went to the out

    0:24:33.980,0:24:37.450
    as you can look at the classical
    approach as you can look at

    0:24:37.450,0:24:39.429
    uh… sold so had to do

    0:24:39.429,0:24:42.080
    about the cause of this developed

    0:24:42.080,0:24:45.570
    funding the structure if you don’t
    assume classroom conditions on their

    0:24:45.570,0:24:47.610
    operators seems to be a bit hard

    0:24:47.610,0:24:49.669
    and funds back to the general

    0:24:49.669,0:24:53.419
    and morphism i think is at the top order

    0:24:53.419,0:24:55.390
    the experts offer to do that

    0:24:55.390,0:24:59.190
    and the bed

    0:24:59.190,0:25:02.429
    on a touch too much but these are the
    ones but uh…

    0:25:02.429,0:25:03.929
    utopian which

    0:25:03.929,0:25:05.280
    close to a pretty big

    0:25:05.280,0:25:07.150
    we should look at best

    0:25:07.150,0:25:10.299
    and uh… what is known to be diversions
    of all this stuff

    0:25:10.299,0:25:17.299
    but i think most of it

    0:25:18.130,0:25:23.180
    requested

    0:25:23.180,0:25:27.630
    sign-off shall

    Like

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s