WEBVTT 00:00:00.000 --> 00:00:02.610 align:middle line:90% 00:00:02.610 --> 00:00:07.080 align:middle line:84% Laura, do you think it's possible to do pupillometry 00:00:07.080 --> 00:00:08.400 align:middle line:90% in the real world? 00:00:08.400 --> 00:00:10.380 align:middle line:90% I mean, outside the laboratory? 00:00:10.380 --> 00:00:11.130 align:middle line:90% Yes. 00:00:11.130 --> 00:00:13.360 align:middle line:90% And, in fact, we have done this. 00:00:13.360 --> 00:00:16.020 align:middle line:84% We have done pupillometry with performing musicians 00:00:16.020 --> 00:00:18.930 align:middle line:84% in actual concert halls on the stage. 00:00:18.930 --> 00:00:19.430 align:middle line:90% All. 00:00:19.430 --> 00:00:21.960 align:middle line:84% Right I thought that was not possible. 00:00:21.960 --> 00:00:26.610 align:middle line:84% So, in an ecological situation, how did you do that? 00:00:26.610 --> 00:00:27.655 align:middle line:90% Well, it's not that easy. 00:00:27.655 --> 00:00:29.780 align:middle line:84% There are many things that you have to think about. 00:00:29.780 --> 00:00:32.750 align:middle line:84% Yeah, because there are all these nuisance factors 00:00:32.750 --> 00:00:35.310 align:middle line:90% like changes in luminance. 00:00:35.310 --> 00:00:35.810 align:middle line:90% Yeah. 00:00:35.810 --> 00:00:38.150 align:middle line:90% They eyes move around. 00:00:38.150 --> 00:00:40.260 align:middle line:90% Yes, so you have to be careful. 00:00:40.260 --> 00:00:44.360 align:middle line:84% For example, you have to try to keep the lighting very stable. 00:00:44.360 --> 00:00:46.100 align:middle line:84% In our case, looking at musicians, 00:00:46.100 --> 00:00:49.100 align:middle line:84% you want to avoid using stage lights that are shining 00:00:49.100 --> 00:00:50.810 align:middle line:90% into the eyes of the musicians. 00:00:50.810 --> 00:00:54.410 align:middle line:84% And also, for us, it was a good idea 00:00:54.410 --> 00:00:57.980 align:middle line:84% to give the musicians something to look at so they are actually 00:00:57.980 --> 00:01:01.070 align:middle line:84% playing from their scores, which helps give some more 00:01:01.070 --> 00:01:03.540 align:middle line:84% control into the data that we're getting. 00:01:03.540 --> 00:01:04.040 align:middle line:90% OK. 00:01:04.040 --> 00:01:09.380 align:middle line:84% So, what kind of musicians have you been studying? 00:01:09.380 --> 00:01:12.830 align:middle line:84% We've done some studies so far with string quartets. 00:01:12.830 --> 00:01:14.533 align:middle line:90% We've had two string quartets. 00:01:14.533 --> 00:01:15.200 align:middle line:90% Classical music. 00:01:15.200 --> 00:01:16.220 align:middle line:90% Yes. 00:01:16.220 --> 00:01:16.850 align:middle line:90% Yes. 00:01:16.850 --> 00:01:19.460 align:middle line:84% And we've had a student classical group 00:01:19.460 --> 00:01:22.420 align:middle line:90% and an expert classical group. 00:01:22.420 --> 00:01:25.660 align:middle line:90% So tell me a bit about it. 00:01:25.660 --> 00:01:29.050 align:middle line:84% Well, the hypothesis that we've been testing 00:01:29.050 --> 00:01:32.650 align:middle line:84% is that these musicians are performing 00:01:32.650 --> 00:01:35.740 align:middle line:84% a very difficult task when they're on stage performing 00:01:35.740 --> 00:01:36.820 align:middle line:90% complex music. 00:01:36.820 --> 00:01:40.310 align:middle line:84% And this engages their attention in different ways. 00:01:40.310 --> 00:01:43.930 align:middle line:84% And, so, on one hand, we would expect their attention 00:01:43.930 --> 00:01:48.100 align:middle line:84% to fluctuate in relation to different demands of the music. 00:01:48.100 --> 00:01:51.430 align:middle line:84% And, on the other hand, we would also expect their attention 00:01:51.430 --> 00:01:55.990 align:middle line:84% to kind of reflect the social demands of the situation 00:01:55.990 --> 00:01:58.070 align:middle line:90% that they are playing in. 00:01:58.070 --> 00:01:58.570 align:middle line:90% All right. 00:01:58.570 --> 00:02:01.510 align:middle line:84% So, you are interested in the changes of the pupil 00:02:01.510 --> 00:02:06.100 align:middle line:84% but also in the movement of the eyes at the same time? 00:02:06.100 --> 00:02:08.139 align:middle line:84% Yes, both of these things at the same time. 00:02:08.139 --> 00:02:11.860 align:middle line:84% The pupil is useful to tell us about how much attention 00:02:11.860 --> 00:02:15.730 align:middle line:84% is being employed at any given moment. 00:02:15.730 --> 00:02:18.670 align:middle line:84% And the gaze is useful because we then 00:02:18.670 --> 00:02:21.490 align:middle line:84% know about when the musicians are looking at each other 00:02:21.490 --> 00:02:23.180 align:middle line:84% and where they're looking at the score. 00:02:23.180 --> 00:02:27.000 align:middle line:84% So, how did you actually measure the pupil? 00:02:27.000 --> 00:02:28.900 align:middle line:84% What kind of equipment did you use? 00:02:28.900 --> 00:02:30.220 align:middle line:90% We used mobile eye tracking. 00:02:30.220 --> 00:02:31.690 align:middle line:90% OK. 00:02:31.690 --> 00:02:34.630 align:middle line:84% This is better if you're working with musicians 00:02:34.630 --> 00:02:37.240 align:middle line:84% because they are not fixed in front of a computer. 00:02:37.240 --> 00:02:38.950 align:middle line:84% They can be actually out in the world, 00:02:38.950 --> 00:02:42.190 align:middle line:84% and there's some compensation that happens for the movements 00:02:42.190 --> 00:02:43.900 align:middle line:90% that they make. 00:02:43.900 --> 00:02:48.940 align:middle line:84% So, you mean you use something like the eye tracking glasses? 00:02:48.940 --> 00:02:49.450 align:middle line:90% Yes. 00:02:49.450 --> 00:02:51.770 align:middle line:84% We used glasses that look like this. 00:02:51.770 --> 00:02:54.940 align:middle line:84% This is one of our cellists wearing the glasses. 00:02:54.940 --> 00:02:59.470 align:middle line:84% So, in this case, they were also fitted with reflective markers 00:02:59.470 --> 00:03:02.510 align:middle line:84% because we are doing motion capture at the same time. 00:03:02.510 --> 00:03:05.180 align:middle line:84% And so we were able to combine these two measures. 00:03:05.180 --> 00:03:06.490 align:middle line:90% Right. 00:03:06.490 --> 00:03:10.330 align:middle line:84% So, all four musicians in the string quartet 00:03:10.330 --> 00:03:11.680 align:middle line:90% had a pair of glasses on. 00:03:11.680 --> 00:03:12.790 align:middle line:90% That's right. 00:03:12.790 --> 00:03:15.700 align:middle line:90% And that was non-problematic? 00:03:15.700 --> 00:03:18.460 align:middle line:90% They could do it comfortably? 00:03:18.460 --> 00:03:20.900 align:middle line:84% Yes, the glasses are quite comfortable. 00:03:20.900 --> 00:03:24.950 align:middle line:84% There's a little bit of difficulty 00:03:24.950 --> 00:03:28.250 align:middle line:84% for people who are not used to wearing glasses. 00:03:28.250 --> 00:03:31.790 align:middle line:84% And the glasses don't necessarily 00:03:31.790 --> 00:03:35.340 align:middle line:84% capture the extremes of the visual field. 00:03:35.340 --> 00:03:37.880 align:middle line:84% So if people are looking at a very sharp angle down 00:03:37.880 --> 00:03:41.690 align:middle line:84% at their instrument then you don't capture that so well. 00:03:41.690 --> 00:03:43.400 align:middle line:90% Did you get results? 00:03:43.400 --> 00:03:47.030 align:middle line:84% We did get very interesting results here. 00:03:47.030 --> 00:03:48.365 align:middle line:90% I can show you some graphs. 00:03:48.365 --> 00:03:52.720 align:middle line:90% 00:03:52.720 --> 00:03:56.890 align:middle line:84% These represents the average pupil size of the musicians 00:03:56.890 --> 00:03:59.950 align:middle line:84% during different social conditions 00:03:59.950 --> 00:04:02.470 align:middle line:90% that we had them performing in. 00:04:02.470 --> 00:04:04.390 align:middle line:84% All of these conditions were done 00:04:04.390 --> 00:04:07.420 align:middle line:84% in a kind of rehearsal-like situation with no audience. 00:04:07.420 --> 00:04:09.190 align:middle line:84% And then the last condition was done 00:04:09.190 --> 00:04:11.420 align:middle line:90% in a concert with an audience. 00:04:11.420 --> 00:04:16.329 align:middle line:84% And so you would expect that the musicians are perhaps 00:04:16.329 --> 00:04:21.490 align:middle line:84% having more intense attention during the concert situation. 00:04:21.490 --> 00:04:24.430 align:middle line:84% And this is, in fact, what we see for the student group. 00:04:24.430 --> 00:04:28.300 align:middle line:84% They had elevated pupil response during the concert 00:04:28.300 --> 00:04:32.320 align:middle line:84% compared to the other conditions, whereas the expert 00:04:32.320 --> 00:04:36.340 align:middle line:84% group did not show the same result. 00:04:36.340 --> 00:04:38.320 align:middle line:84% We did see some differences across 00:04:38.320 --> 00:04:42.100 align:middle line:84% the different rehearsal conditions, which 00:04:42.100 --> 00:04:46.373 align:middle line:84% we kind of arranged in ways that would disrupt the musicians' 00:04:46.373 --> 00:04:47.290 align:middle line:90% normal way of playing. 00:04:47.290 --> 00:04:50.200 align:middle line:84% And so the experts did respond with their attention 00:04:50.200 --> 00:04:51.830 align:middle line:90% to these different conditions. 00:04:51.830 --> 00:04:57.010 align:middle line:84% So you think these manipulations that you did challenged the two 00:04:57.010 --> 00:04:59.150 align:middle line:90% quartets very differently? 00:04:59.150 --> 00:04:59.900 align:middle line:90% I think so. 00:04:59.900 --> 00:05:01.930 align:middle line:84% I think they responded in different ways. 00:05:01.930 --> 00:05:05.740 align:middle line:84% And you would kind of expect the experts 00:05:05.740 --> 00:05:09.640 align:middle line:84% to be able to compensate for these changes 00:05:09.640 --> 00:05:12.550 align:middle line:84% in a different way than the student group. 00:05:12.550 --> 00:05:19.810 align:middle line:84% For example, there might be less of an obvious overt response 00:05:19.810 --> 00:05:21.820 align:middle line:84% from the experts, whereas you still 00:05:21.820 --> 00:05:24.940 align:middle line:84% see these pupil changes which are 00:05:24.940 --> 00:05:27.210 align:middle line:90% reflecting a covert response. 00:05:27.210 --> 00:05:28.600 align:middle line:90% Right. 00:05:28.600 --> 00:05:31.000 align:middle line:84% And you think that what the pupil is telling 00:05:31.000 --> 00:05:36.070 align:middle line:84% us is the engagement that the musicians have in the music 00:05:36.070 --> 00:05:39.790 align:middle line:84% or reflects the effort they are putting into it? 00:05:39.790 --> 00:05:43.870 align:middle line:84% Or they are stressed in a particular situation? 00:05:43.870 --> 00:05:46.930 align:middle line:84% Well, I kind of expect that it reflects all of these things 00:05:46.930 --> 00:05:50.680 align:middle line:84% because all of these factors require more 00:05:50.680 --> 00:05:54.560 align:middle line:90% intense focusing of attention. 00:05:54.560 --> 00:05:55.060 align:middle line:90% Right. 00:05:55.060 --> 00:05:58.920 align:middle line:84% Place more strong demands on attention. 00:05:58.920 --> 00:06:01.080 align:middle line:90% That's wonderful. 00:06:01.080 --> 00:06:02.900 align:middle line:90% Thank you. 00:06:02.900 --> 00:06:13.000 align:middle line:90%