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ASL Fingerspelling Practice

Learn ASL Letters on Webcam, Hand Tracking Scores Each Sign Against a Target

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How the Fingerspelling Practice works

This ASL fingerspelling practice tool reads your hand shapes. Press Start camera and hold one hand up, palm towards the camera. The readout names the ASL letter your hand shape matches. In practice mode a target letter appears in the corner; form it and hold it for the hold time and it turns green, your score goes up, and the next letter appears. Skip letter moves on if one will not register. Untick practice mode to just see what letter each shape reads as. Eleven letters are recognised: A, B, D, F, I, L, S, U, V, W and Y.

ASL fingerspelling practice: what it does and why

Fingerspelling is the part of American Sign Language that beginners meet first and practise least, because practising needs someone to tell you whether the shape you are making is right. This page uses a hand-tracking model, running in your browser, as that someone. It finds 21 points on your hand each frame — wrist, and four joints on each finger — and a small set of rules reads the letter from how those points are arranged.

Why fingerspelling matters

ASL has a sign for most everyday words but not for names, places, brands or new technical terms, and those are exactly the words that come up when you meet someone. Introductions start with a spelled name. Studies of everyday conversation put fingerspelling at somewhere between 10 and 15 percent of signing, and fluent signers spell at around five to six letters a second, fast enough that the handshapes blur into a movement pattern. Getting the single letters crisp and automatic is the foundation for reaching that speed, which is why almost every ASL course, from community classes to Gallaudet University's programmes, starts with the manual alphabet.

Where it gets used

How a letter is read

Each finger is either extended or curled, decided by whether its tip is further from the wrist than its middle joint. That gives a four-finger pattern: all four up is B, index only is D, index and middle is V or U, three is W, little finger only is I, none is A or S. The thumb breaks the ties: out to the side turns D into L and I into Y, and whether it lies along the fist or across it separates A from S. V and U differ only in whether the two fingers are spread, measured against the width of the knuckles so it works at any distance from the camera. The page also recognises the open-hand 5 and the "I love you" handshape.

Why only eleven letters

The remaining letters need what a flat finger-up-or-down test cannot see. C and O are curved; E, M, N and T tuck the thumb under or between curled fingers; G, H, P and Q turn the hand sideways or down; K and R cross or angle fingers; J and Z are movements, not shapes. Telling those apart reliably needs a trained classifier and, for several of them, a better view than a laptop webcam gives. Eleven distinct, reliably readable letters are enough for a warm-up drill; they are not the whole alphabet, and the page does not pretend otherwise.

Tips and pitfalls

Hold the hand at chest height with the palm square to the camera — the shapes are defined from the viewer's side. Good light and a plain background help the tracker. The hold time is there to stop a flicker through the right shape counting; one second is the default, and half a second makes a faster drill once you are confident.

How to read the result

The stats show Your hand shows, the letter the rules read right now, or "No hand in view" and "Not a letter I know" when there is nothing to read. In practice mode two more rows appear: Target, the letter to make, and Score, the number you have held for the full hold time. If a letter refuses to register, look at the readout in free mode to see what the tracker thinks you are showing, which is usually a finger not quite curled or a thumb not quite out. Skip letter moves on without scoring.

Privacy

The hand model runs in WebAssembly inside the page. The camera stream and the landmark points never leave your browser; the model, about 12 MB, is downloaded once and cached. The score is a number in memory until you press Reset or close the tab.

FAQ

Is this the full ASL alphabet?

No — eleven letters whose hand shapes can be read from finger extension alone. The others need curvature, hidden thumbs or movement that this simple approach cannot see. It is a drill for the shapes it knows, not a complete tutor.

Does it teach me the shapes?

It checks them; it does not show them. Learn the alphabet from a chart or a course, then use this page to test whether what you make is what the shape is. The readout in free mode tells you what your hand looks like to the tracker, which is useful feedback in itself.

It keeps reading my A as S. Why?

A rests the thumb upright alongside the fist; S lays it across the front of the fingers. The tool measures the thumb's angle: mostly vertical is A, mostly horizontal is S. Point the thumb clearly upward for A.

Does anything get uploaded?

No. Tracking runs locally in the page, and nothing from the camera, the landmark points or the practice session leaves your browser at any point.

Can it read words or sentences?

Not on this page. Fingerspelling a word is a sequence of held shapes, and you could drill one letter at a time here, but the tool does not assemble letters into words.

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