Sunday, July 31, 2011

A Review of Project Nim

Project Nim is a new documentary out about the life of Nim Chimpsky, the chimpanzee that a group of researchers at Columbia tried to teach sign language. Here's a brief synopsis.
"Let's take a chimpanzee, put it in a house in the upper west side with a psychoanalyst who doesn't know anything about chimpanzees, language, language acquisition, or sign language. Also, she has 7 other children in that house. What could go wrong?"

To put Project Nim in some perspective, Nim Chimpsky was born in 1973, which is two years after the Stanford Prison Experiment, and one year before the first legislation requiring Institutional Review Boards for institutions carrying out human subjects research. This is not to say that most social science research was so by-the-seat-of-their-pants back then, but it was a different time.

I came away from this film with a few different lessons.

Don't sleep with your advis(or/ee).

Just don't do it. Twice in the film, two different interviewees said about two different sexual entanglements, "I don't think it affected the science." But, as I heard Christopher Hitchens once say about interview subjects, a guilty mind wants to confess.

The movie starts out with Nim being placed in the home of Stephanie LaFarge to be raised as a human child. Stephanie had 3 children of her own, and her husband had 4, bringing the total residency of her Manhattan brownstone to 7 human children, 2 adults, and 1 baby chimp. This frankly sounds a lot more like a reality TV show than a scientific experiment. Add to that the fact that they gave baby Nim alcohol and pot, and that Stephanie breast fed Nim, I'm not sure MTV could even air it.

Why on earth was Stephanie LaFarge recruited to be Nim's mother? As far as I can tell, her only qualification was her sexual history with Project Nim PI, Herb Terrace. Her graduate degree was in psychoanalysis. She had no experience with chimpanzee research, or language research of any kind, and in fact, she was hostile to the scientific goals. She wouldn't keep logs, didn't have a project plan, and eventually tried to restrict the other researchers' access to Nim.

The second affair which came up was, again, between the PI, Herb Terrace, and the head teacher on the project, who was only an undergrad at the time. The fallout of this brief relationship led to the head teacher leaving the project.

First of all, I just don't think it's possible to pursue a relationship between a professor and an advisee (especially an undergraduate) in an ethical way. Given the power dynamic, some form of coercion is nearly impossible to avoid. I feel a little uneasy saying so in a public forum, which I think goes to say that this is not a problem that academia has left behind in the 70's.

Secondly, all sorts of strange and bad things happened to the science because of the sex aspect. Nim would have never had such a strange early childhood, and would have had greater constancy with the project if the PI had not pursued inappropriate relationships.

Beware those with media savvy.

One frequently hears that scientists in general, and linguists in particular, don't do enough to popularize their research. Occasionally, we are scolded for holing up in our ivory towers, since we are too arrogant to try to share our love of science broadly.

However, I think Project Nim has a lot to say about the perils of researchers who are a little too keen to popularize their research. One of the ASL teachers on the project described Herb Terrace as an "absentee landlord," who only showed up for photo-ops and media interviews. All in all, the project appears to have been planned far better from a media perspective than from a research perspective.

In case you were unaware, research, even really cool and good research, doesn't just show up on TV out of nowhere. It takes deliberate attempts on the part of the researcher or the university to drum up attention. And everything about this project seems perfectly constructed to be media fodder.

In the meantime, there were serious problems with the project, mostly having to do with Nim mauling research assistants, which Herb Terrace didn't really address, and had a hard time recollecting in the documentary interviews. The most serious incident, where Nim nearly bit through an interpreter's face, Terrace's reported reaction was that he was worried she would sue him, or that "it would get out."

It was a little hard for me not to think of Marc Hauser during the movie, another high profile non-human primate researcher who has recently fallen on hard times due to questionable ethics. The connection between Terrace and Hauser is tenuous, but they run together in my mind, I guess, because they both worked hard to popularize their research.

And this is why I, at least, am frequently wary of active researchers who are also active popularizers of their own research. It seems almost synonymous with sloppy research and compromised ethics in my mind.

Humans are not socialized chimpanzees

This certainly isn't a new lesson for me, because I've never really thought that humans are just socialized chimpanzees. However, I really like how this point was hammered home in a real way.

In discussions about "human nature," the notion that our "true" nature is somehow more brutish and violent seems to come up a lot. In this conception, society is merely a veneer over top our inner chimp.

Well, society didn't do too much to cover over Nim's external chimp. Our "true" human nature is manifest in the activity of all humans, meaning it must be very broad, and non-uniform, but non-arbitrary at the same time.

Interestingly, I've also heard of research trying to figure out if dogs are just socialized wolves. A bunch of researchers tried to raise wolf pups as if they were dogs, a much more achievable task, I think, than raising a chimp as a human. The results were much the same as for Nim. After infancy, the wolves went nuts and tore the place apart, and the experiment had to be abandoned.

Conclusion

I really liked the movie, and would suggest it to anyone who appreciates a good documentary.

Tuesday, July 26, 2011

The Philadelphian Dialect is Punk Rock

Before there was Youtube and the accent meme, there was, I guess, punk rock.

In this music video from 1988, the Dead Milk Men, a Philadelphia area punk band, give a rather hyper-Philadelphian performance. For the most part, Philadelphians aren't that aware of what marks their dialect as distinct from other regions, nor are most non-Philadelphias aware that there is a unique Philadelphia dialect.

Now, I say hyper-Philadelphian for a few reasons. The lead singer for this song, Joe Genaro, definitely Philadelphia dialect speaker, born about an hour outside of the city in Wagontown, PA.

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But, local dialect features are one of those things that tend to get leveled a little when singing, and there is no hint of that in this performance. Some things even seem exaggerated to me, which is fitting with the song itself, which was shot in Philadelphia, and makes references to culturally relevant locations in the lyrics.

So here is Punk Rock Girl. Dialectal analysis immediately follows.


/ow/ fronting

/ow/ fronting is, perhaps, the most salient dialect feature on display in this song. It's certainly not unique to Philadelphia. In fact, it's what qualifies Philadelphia as the Northern-most Southern city. While Philadelphia has many other Northern features, like a very raised /ɔ/, stereotyped in coffee talk, we depart from the rest of the North by fronting /ow/, and Joe Genaro does this to an extreme degree in this song. Right off the bat at 0:28, he says
And she almost knocked me dead.
Then he immediately follows this up with
I tapped her on the shoulder
And said do you have a beau?
She looked at me and smiled and said she did not know

In fact, all of his /ow/s in this song are incredibly fronted, except for the two tokens in rollin and stolen which, of course, are effected by the following /l/.

Canadian Raising

The song isn't filled with Canadian Raising tokens. In fact, there are only two, but the one is so stressed and clear and wonderful. At 1:01, the waitress says
Well no, we only have it iced.

Canadian Raising continues to be a favorite variable of mine.

Short-a pattern

Philadelphia is known for its complicated pattern of tensing /æ/, which is similar to New York City. The tense version pops up expectedly in
0:46
Punk rock girl
Give me a chance
Punk rock girl
Let's go slam dance
and
1:54
We went to a shopping mall
And laughed at all the shoppers
and
2:01
We asked for Mojo Nixon

Unfortunately, mad, bad and glad, which are exceptionally tense, don't appear anywhere in the song. However, at 1:29, he says dad, which is definitely lax as expected.

Tokens of /æ/ which are lax in Philadelphia where they are tense in many other dialects show up in
1:03
So we jumped up on the table and shouted anarchy
and
1:24
Her father took one look at me and he began to squeal
and
2:26
Eat fudge banana swirl

/ey/ split

This one is pretty subtle. Most of his tokens of /ey/ don't sound very different from standard, but one word final token at 1:15 is pretty low, almost [æɪ].
On such a winter's day.

Data suggests that all /ey/ used to have this quality in Philadelphia, which is another reason why it's related to the Southern and Midland dialects. A sound change has been raising /ey/ higher and higher, but not in word final position.

on = dawn

Philadelphia maintains the distinction between cot and caught by raising the vowel in caught, similar to New York City. One way in which Philadelphia differs from New York City is in the vowel class of the word on. In most locations North of Philly, on rhymes with the man's name Don. But in most locations South of Philly, at least where a contrast is maintained, on rhymes with the woman's name Dawn. You can hear this in
0:38
I tapped her on the shoulder
1:03
So we jumped up on the table and shouted anarchy
And someone played a Beach Boys song on the jukebox
It it was "California Dreamin"
So we started screamin
On such a winter's day

l-vocalization/darkening

Now, if you think you can reliably code l-vocalization embedded in a punk rock song, god bless you. But, there are a few tokens that are pretty clear. For instance, I don't think there's any /l/ in
0:38
I tapped her on the shoulder

The thing that makes Philadelphia pretty unique is our tendency to darken and vocalize /l/ intervocalically (so balance is pretty confusable with bounce) and in initial clusters (like cluster). I don't want to make any strong claim about being able to reliably hear it in this song, but listen to
2:12
We got into her car away we started rollin
I said how much you pay for this
Said nothin man it's stolen
and compare it to
0:49
Let's go slam dance

There is definitely not as much /l/ in rollin and stolen as there is in let's.

* * *

So, do you think I missed anything important? As a side note, I think I have the same shirt as the drummer.

Tuesday, July 19, 2011

Language Change, Animated

This is the visualization of language change that I've always wanted to produce! And now that I've made it, there are all sorts of aesthetic things I'd like to change, but c'est la out-of-the-box-tools-from-google!

I should note that the data underlying this graph would not exist but for the sweat, blood and tears of Bill Labov, Ingrid Rosenfelder, a team of undergraduate transcribers, the NSF, and 3 decades' worth of graduate research teams.

Depicted below is data from the in-development Philadelphia Neighborhood Corpus. We have analyzed 235 speakers who were interviewed as part of the Researching the Speech Community course between 1973 and 2010. That gives us dates of birth between 1889 and 1991, a 102 year timespan! Actually, raw data isn't depicted. Rather, it's the smoothing curve that I fit to F1 and F2.

Hit play to watch it go. You can select particular vowels, and toggle on and off trails. You can also adjust how the bubbles are colored in the top right corner.



The particular vowels on display are /ay/ and /ay0/. /ay0/ is the pre-voiceless allophone, a personal favorite, and look at that thing go! I've also split up men and women, since that has been an important factor in this particular change. The other vowels are there just for context, and are held at fixed points.

Not displayed is the extreme uniformity of this change across speakers. This thing is changing fast, and everyone in our corpus is marching along in surprising uniformity. Can you say "speech community" anyone?

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