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7 Things You Should Know About Sign Language

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Based on the tremendous reaction to this recent piece about sign language interpretation, we thought you might like to know more about it. Here are seven things about sign language that might surprise you.

1. Different countries have different sign languages.

This is the sign for the word "math" in two different sign languages—American Sign Language on the left, and Japanese Sign Language on the right. Why should there be more than one sign language? Doesn't that just complicate things? This question would make sense if sign language was a system invented and then handed over to the deaf community as an assistive device. But sign languages, like spoken languages, developed naturally out of groups of people interacting with each other. We know this because we have observed it happen in real time.

2. Given a few generations, improvised gestures can evolve into a full language.

In 1980, the first Nicaraguan school for the deaf opened.

Students who had been previously isolated from other deaf people brought the gestures they used at home, and created a sort of pidgin sign with each other. It worked for communication, but it wasn't consistent or rule-governed. The next generation who came into the school learned the pidgin sign and spontaneously started to regularize it, creating rules for verb agreement and other consistent grammatical devices. Over time, it stabilized into a full-fledged linguistic system, ISN, or Idioma de Señas de Nicaragua.

3. Sign language does not represent spoken language.

Source: Photo 1; Photo 2

Because sign languages develop within deaf communities, they can be independent of the surrounding spoken language. American Sign Language (ASL) is quite different from British Sign Language (BSL), despite the fact that English is the spoken language of both countries. The above picture shows the sign WHERE in BSL (on the left) and ASL (on the right).

That said, there is a lot of contact between sign language and spoken language (deaf people read and write or lipread in the surrounding language), and sign languages reflect this. English can be represented through fingerspelling or artificial systems like Signed Exact English or Cued Speech. But these are codes for spoken or written language, not languages themselves.

4. Sign languages have their own grammar.

There are rules for well-formed sentences in sign language. For example, sign language uses the space in front of the signer to show who did what to whom by pointing. However, some verbs point to both the subject and object of the verb, some point only to the object, and some don't point at all. Another rule is that a well-formed question must have the right kind of eyebrow position. Eyebrows should be down for a who-what-where-when-why question (see ASL WHERE picture above), and up for a yes/no question. If you use the rules wrong, or inconsistently, you will have a "foreign" accent!

5. Children acquire sign language in the same way they acquire spoken language

The stages of sign language acquisition are the same as those for spoken language. Babies start by "babbling" with their hands. When they first start producing words, they substitute easier handshapes for more difficult ones, making for cute "baby pronunciations." They start making sentences by stringing signs together and only later get control of all the grammatical rules. Most importantly, as seen in the above video, they learn through natural interaction with the people around them.

6. Brain damage affects sign language in the same way it affects spoken language.

When fluent signers have a stroke or brain injury, they may lose the ability to sign, but not to make imitative or non-sign gestures. They may be able to produce signs, but not put them in the correct grammatical configurations. They may be able to produce sentences, but with the signs formed incorrectly, creating a strange accent. They may be able to sign quickly and easily, but without making any sense. We know from studying speaking people that "making sounds" is quite different from "using language" because these functions are affected differently by brain damage. The same is true for signers. Neurologically, making gestures is quite different from using sign language.

7. Sign language is a visual language.

This one is pretty obvious, but it's important to mention. Sign language is just like spoken language in many ways, but it's also different. Sign can be very straightforward and formal, but it can also take full advantage of its visual nature for expressive or artistic effect, as shown in the story in this video. Which, when you think about it, doesn't make sign language all that different after all. For expressive purposes, we can take full advantage of spoken language's auditory nature. We can also take advantage of facial expressions and gestures when we speak. Everything that would be in an artistic spoken performance—the words, the ordering of clauses, the pauses, the breath intake, the intonation and melody, the stressing or deemphasizing of sounds, the facial and vocal emotion, the body posture and head and hand gestures—come through together in sign language. It looks amazing not because it shows us what sign language can do, but because it shows us what language does.

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iStock // Ekaterina Minaeva
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Man Buys Two Metric Tons of LEGO Bricks; Sorts Them Via Machine Learning
May 21, 2017
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iStock // Ekaterina Minaeva

Jacques Mattheij made a small, but awesome, mistake. He went on eBay one evening and bid on a bunch of bulk LEGO brick auctions, then went to sleep. Upon waking, he discovered that he was the high bidder on many, and was now the proud owner of two tons of LEGO bricks. (This is about 4400 pounds.) He wrote, "[L]esson 1: if you win almost all bids you are bidding too high."

Mattheij had noticed that bulk, unsorted bricks sell for something like €10/kilogram, whereas sets are roughly €40/kg and rare parts go for up to €100/kg. Much of the value of the bricks is in their sorting. If he could reduce the entropy of these bins of unsorted bricks, he could make a tidy profit. While many people do this work by hand, the problem is enormous—just the kind of challenge for a computer. Mattheij writes:

There are 38000+ shapes and there are 100+ possible shades of color (you can roughly tell how old someone is by asking them what lego colors they remember from their youth).

In the following months, Mattheij built a proof-of-concept sorting system using, of course, LEGO. He broke the problem down into a series of sub-problems (including "feeding LEGO reliably from a hopper is surprisingly hard," one of those facts of nature that will stymie even the best system design). After tinkering with the prototype at length, he expanded the system to a surprisingly complex system of conveyer belts (powered by a home treadmill), various pieces of cabinetry, and "copious quantities of crazy glue."

Here's a video showing the current system running at low speed:

The key part of the system was running the bricks past a camera paired with a computer running a neural net-based image classifier. That allows the computer (when sufficiently trained on brick images) to recognize bricks and thus categorize them by color, shape, or other parameters. Remember that as bricks pass by, they can be in any orientation, can be dirty, can even be stuck to other pieces. So having a flexible software system is key to recognizing—in a fraction of a second—what a given brick is, in order to sort it out. When a match is found, a jet of compressed air pops the piece off the conveyer belt and into a waiting bin.

After much experimentation, Mattheij rewrote the software (several times in fact) to accomplish a variety of basic tasks. At its core, the system takes images from a webcam and feeds them to a neural network to do the classification. Of course, the neural net needs to be "trained" by showing it lots of images, and telling it what those images represent. Mattheij's breakthrough was allowing the machine to effectively train itself, with guidance: Running pieces through allows the system to take its own photos, make a guess, and build on that guess. As long as Mattheij corrects the incorrect guesses, he ends up with a decent (and self-reinforcing) corpus of training data. As the machine continues running, it can rack up more training, allowing it to recognize a broad variety of pieces on the fly.

Here's another video, focusing on how the pieces move on conveyer belts (running at slow speed so puny humans can follow). You can also see the air jets in action:

In an email interview, Mattheij told Mental Floss that the system currently sorts LEGO bricks into more than 50 categories. It can also be run in a color-sorting mode to bin the parts across 12 color groups. (Thus at present you'd likely do a two-pass sort on the bricks: once for shape, then a separate pass for color.) He continues to refine the system, with a focus on making its recognition abilities faster. At some point down the line, he plans to make the software portion open source. You're on your own as far as building conveyer belts, bins, and so forth.

Check out Mattheij's writeup in two parts for more information. It starts with an overview of the story, followed up with a deep dive on the software. He's also tweeting about the project (among other things). And if you look around a bit, you'll find bulk LEGO brick auctions online—it's definitely a thing!

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8 Common Dog Behaviors, Decoded
May 25, 2017
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iStock

Dogs are a lot more complicated than we give them credit for. As a result, sometimes things get lost in translation. We’ve yet to invent a dog-to-English translator, but there are certain behaviors you can learn to read in order to better understand what your dog is trying to tell you. The more tuned-in you are to your dog’s emotions, the better you’ll be able to respond—whether that means giving her some space or welcoming a wet, slobbery kiss. 

1. What you’ll see: Your dog is standing with his legs and body relaxed and tail low. His ears are up, but not pointed forward. His mouth is slightly open, he’s panting lightly, and his tongue is loose. His eyes? Soft or maybe slightly squinty from getting his smile on.

What it means: “Hey there, friend!” Your pup is in a calm, relaxed state. He’s open to mingling, which means you can feel comfortable letting friends say hi.

2. What you’ll see: Your dog is standing with her body leaning forward. Her ears are erect and angled forward—or have at least perked up if they’re floppy—and her mouth is closed. Her tail might be sticking out horizontally or sticking straight up and wagging slightly.

What it means: “Hark! Who goes there?!” Something caught your pup’s attention and now she’s on high alert, trying to discern whether or not the person, animal, or situation is a threat. She’ll likely stay on guard until she feels safe or becomes distracted.

3. What you’ll see: Your dog is standing, leaning slightly forward. His body and legs are tense, and his hackles—those hairs along his back and neck—are raised. His tail is stiff and twitching, not swooping playfully. His mouth is open, teeth are exposed, and he may be snarling, snapping, or barking excessively.

What it means: “Don’t mess with me!” This dog is asserting his social dominance and letting others know that he might attack if they don’t defer accordingly. A dog in this stance could be either offensively aggressive or defensively aggressive. If you encounter a dog in this state, play it safe and back away slowly without making eye contact.

4. What you’ll see: As another dog approaches, your dog lies down on his back with his tail tucked in between his legs. His paws are tucked in too, his ears are flat, and he isn’t making direct eye contact with the other dog standing over him.

What it means: “I come in peace!” Your pooch is displaying signs of submission to a more dominant dog, conveying total surrender to avoid physical confrontation. Other, less obvious, signs of submission include ears that are flattened back against the head, an avoidance of eye contact, a tongue flick, and bared teeth. Yup—a dog might bare his teeth while still being submissive, but they’ll likely be clenched together, the lips opened horizontally rather than curled up to show the front canines. A submissive dog will also slink backward or inward rather than forward, which would indicate more aggressive behavior.

5. What you’ll see: Your dog is crouching with her back hunched, tail tucked, and the corner of her mouth pulled back with lips slightly curled. Her shoulders, or hackles, are raised and her ears are flattened. She’s avoiding eye contact.

What it means: “I’m scared, but will fight you if I have to.” This dog’s fight or flight instincts have been activated. It’s best to keep your distance from a dog in this emotional state because she could attack if she feels cornered.

6. What you’ll see: You’re staring at your dog, holding eye contact. Your dog looks away from you, tentatively looks back, then looks away again. After some time, he licks his chops and yawns.

What it means: “I don’t know what’s going on and it’s weirding me out.” Your dog doesn’t know what to make of the situation, but rather than nipping or barking, he’ll stick to behaviors he knows are OK, like yawning, licking his chops, or shaking as if he’s wet. You’ll want to intervene by removing whatever it is causing him discomfort—such as an overly grabby child—and giving him some space to relax.

7. What you’ll see: Your dog has her front paws bent and lowered onto the ground with her rear in the air. Her body is relaxed, loose, and wiggly, and her tail is up and wagging from side to side. She might also let out a high-pitched or impatient bark.

What it means: “What’s the hold up? Let’s play!” This classic stance, known to dog trainers and behaviorists as “the play bow,” is a sign she’s ready to let the good times roll. Get ready for a round of fetch or tug of war, or for a good long outing at the dog park.

8. What you’ll see: You’ve just gotten home from work and your dog rushes over. He can’t stop wiggling his backside, and he may even lower himself into a giant stretch, like he’s doing yoga.

What it means: “OhmygoshImsohappytoseeyou I love you so much you’re my best friend foreverandeverandever!!!!” This one’s easy: Your pup is overjoyed his BFF is back. That big stretch is something dogs don’t pull out for just anyone; they save that for the people they truly love. Show him you feel the same way with a good belly rub and a handful of his favorite treats.

The best way to say “I love you” in dog? A monthly subscription to BarkBox. Your favorite pup will get a package filled with treats, toys, and other good stuff (and in return, you’ll probably get lots of sloppy kisses). Visit BarkBox to learn more.

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