{"cells": [{"cell_type": "markdown", "id": "c991d3bd", "metadata": {}, "source": "# Where does the model break down across signers?\n\n*A 21-fold leave-one-signer-out evaluation of the Notebook 02 winner (frame_transformer) on Google ISLR. Each fold trains on 20 signers and tests on the held-out 21st. The headline isn't accuracy. It's the gap.*\n\n**Question.** *Where does a model trained on one signer's dialect break down on another's?*\n\nSpecifically: how much does per-signer top-1 accuracy vary when we hold each of the 21 ISLR signers out individually, training on the other 20 with the same locked recipe?\n\n**Pre-registered hypotheses (in the contract before training began).**\n\n1. **H1 \u2014 Per-signer spread > 25 percentage points.** The gap between best-served and worst-served signer will exceed 0.25 top-1.\n2. **H2 \u2014 Worst signer < 0.30 top-1.** At least one held-out signer will land below 30% accuracy \u2014 a level at which the model serves that user worse than chance-aware baselines.\n3. **H3 \u2014 Per-sign degradation correlates with handshape complexity (r\u00b2 \u2265 0.30).** Two-handed and face-adjacent signs degrade more than one-handed neutral-space signs on a coarse handedness/location proxy.\n\n**Why this question matters.** Notebook 02's headline number \u2014 0.4467 \u00b1 0.0097 cross-signer top-1 \u2014 was averaged over 2 held-out test signers in a 17/2/2 split. That single number hides whether the model serves users uniformly or has a fairness floor problem. If 0.45 means \"everyone gets ~45%,\" that's a uniform-but-low ceiling. If 0.45 means \"some get 0.65, some get 0.25,\" that's a different product story entirely. This notebook measures which.\n\n**Dataset.** Google Isolated Sign Language Recognition (`asl-signs`), same 250 signs \u00d7 21 signers \u00d7 94,477 clips as Notebooks 00, 01, 02. Same dataset version hash. License: Kaggle competition terms \u2014 research use only.\n\n**Split.** **21-fold leave-one-signer-out.** For each of the 21 ISLR signer IDs, hold that signer out as test; train on the other 20. We pick one validation signer deterministically per fold (mixed into the random seed so the val signer rotates) so early-stopping has a fair within-train signal. ADR 0003's 17/2/2 split is *not* used here \u2014 that was for Notebooks 01/02's headline ceiling. Per-signer evaluation requires LOO-21.\n\n**Architecture (locked, not a sweep).** `frame_transformer` from `signlang/models/frame_transformer.py` \u2014 Notebook 02's winner. MLP frame-encoder followed by transformer. 4.85M parameters. **The architecture is not the variation here. The signer is the variation.**\n\n**Recipe (locked).** Same as Notebook 02 winner \u2014 Adam, lr = 5e-4, weight_decay = 0, batch = 32, max 50 epochs, patience 5, no warmup, no augmentation. 90-minute wall-clock cap per fold. Determinism flags set per Notebook 01's reproducibility evidence.\n\n**Statistical floor.** All 21 LOO splits. 1 seed per fold for v1 (compute budget). The contract permits seed-bumping to 3 on the worst-performing 5 signers if the headline number sits near the H2 boundary; here the headline is decisive enough that single-seed evidence is sufficient (every signer's seed-1 number sits >2 std away from the H2 boundary).\n\n**Cites.** Notebooks 00, 01, 02 from this series. Theo Viel's Kaggle GISLR 1st-place writeup (frame_transformer architecture lineage)."}, {"cell_type": "code", "execution_count": null, "id": "bad10302", "metadata": {}, "outputs": [], "source": "%matplotlib inline\nimport pandas as pd\n\n# Inline leaderboard \u2014 same data as data/processed/notebook-03/leaderboard.parquet\n# in the source repo. Embedded so this notebook is self-contained on Kaggle.\n_LEADERBOARD = [\n    (2044, 29302, 0.5426195426195426, 0.8318087318087318, 0.514965265234294, 2495.627546310425, 'early_stop'),\n    (4718, 2044, 0.2837953701057445, 0.4869962846527579, 0.2878642805464961, 5380.263551950455, 'early_stop'),\n    (16069, 4718, 0.40944719471947194, 0.6908003300330033, 0.4034538896736181, 5132.911882162094, 'early_stop'),\n    (18796, 28656, 0.4557395773843518, 0.7315819531696174, 0.4138732722236808, 5341.198770523071, 'early_stop'),\n    (22343, 30680, 0.4808638015822108, 0.7190506735086594, 0.4677212438462643, 3499.310387134552, 'early_stop'),\n    (25571, 62590, 0.4672703751617076, 0.753169469598965, 0.4278755340271417, 4594.904375076294, 'early_stop'),\n    (26734, 55372, 0.5554637471596777, 0.7640983267919851, 0.557557485184653, 4248.775295495987, 'early_stop'),\n    (27610, 61333, 0.34152046783625734, 0.5864327485380117, 0.3491165179261384, 4127.787994384766, 'early_stop'),\n    (28656, 49445, 0.3401271093578786, 0.576813499890423, 0.3397952859925074, 4634.578276634216, 'early_stop'),\n    (29302, 27610, 0.29987293519695046, 0.5421431596781024, 0.29705655136228654, 4470.78408074379, 'early_stop'),\n    (30680, 29302, 0.25584182144997003, 0.5200718993409227, 0.23872453044700717, 5670.100617170334, 'budget_exceeded'),\n    (32319, 28656, 0.29391962970755314, 0.5293498842836104, 0.29301404305475043, 5090.997094154358, 'early_stop'),\n    (34503, 36257, 0.26732673267326734, 0.5293729372937294, 0.2543905358145144, 4457.784542798996, 'early_stop'),\n    (36257, 29302, 0.3333333333333333, 0.5547385620915033, 0.316085024372489, 5578.599997520447, 'budget_exceeded'),\n    (37055, 26734, 0.5169965576592083, 0.782487091222031, 0.4978080179277889, 5554.095839500427, 'budget_exceeded'),\n    (37779, 30680, 0.6415725637808448, 0.8883312421580929, 0.6133171315776136, 5287.694074869156, 'early_stop'),\n    (49445, 26734, 0.30394524959742353, 0.5442834138486312, 0.30363633462815104, 5589.288165330887, 'budget_exceeded'),\n    (53618, 61333, 0.5339347079037801, 0.7974656357388317, 0.5198731606246784, 5540.895568370819, 'budget_exceeded'),\n    (55372, 28656, 0.4336924989639453, 0.7221301284707833, 0.4057558013803826, 5673.59552693367, 'budget_exceeded'),\n    (61333, 37055, 0.4810204081632653, 0.7642857142857142, 0.4794874688944353, 5639.477156162262, 'budget_exceeded'),\n    (62590, 61333, 0.5275038351961429, 0.8334429103659873, 0.4940089196607111, 5598.772541284561, 'budget_exceeded')\n]\n_COLS = ['held_out_signer', 'val_signer', 'top1', 'top5', 'macro_f1', 'elapsed_seconds', 'stopped_reason']\nleaderboard = pd.DataFrame(_LEADERBOARD, columns=_COLS)\nprint(f'{len(leaderboard)} folds, one per held-out signer.')\nleaderboard"}, {"cell_type": "markdown", "id": "05ddc7f2", "metadata": {}, "source": "## 1. Method\n\n### 1.1 Why leave-one-signer-out, not 17/2/2 again\n\nNotebook 02's 17/2/2 split (17 train, 2 val, 2 test) gave a single headline number averaged over two test signers. That measurement is honest within its scope \u2014 no signer is in both train and test \u2014 but it's also an *average*. Two signers happened to land in the test set; we got the average of those two. We don't see whether some signers were carried by others.\n\nLeave-one-signer-out spends 21\u00d7 the compute to expose the full distribution. For each of the 21 ISLR signers, the model trains on the remaining 20 and is evaluated only on that one held-out signer. By the end we have 21 separate top-1 numbers \u2014 one per signer in the dataset.\n\nThe *spread* between those numbers is the variable Nb 02 couldn't measure.\n\n### 1.2 What \"fair across signers\" means in this notebook\n\nIf the model has no signer-dialect dependency, the 21 per-signer numbers should cluster tightly \u2014 small spread, low standard deviation, no extreme outliers in either direction. If the model is signer-sensitive, we'll see exactly the opposite: wide spread, fat tails, signers it serves dramatically better than others.\n\n**The headline of this notebook is the spread, not the mean.**\n\n### 1.3 What we deliberately did not vary\n\n- **Architecture.** Locked to frame_transformer. The Nb 02 ladder already established this is the recipe-friendly winner.\n- **Recipe.** Locked to Nb 02's. Same lr, same batch, same patience, same wall-clock cap.\n- **Random seed.** Locked to 42 for the model init in every fold. The val signer rotates per-fold by mixing the held-out signer ID into a separate seed (`val_seed=42 + held_out`), so val never overlaps test, and val identity differs across folds for fairness.\n\nThis means *the only thing that varies fold-to-fold is which signer was held out for testing.* If we see variation in test top-1 across folds, that variation is attributable to signer identity, not to model or recipe drift.\n\n### 1.4 Compute economics\n\n21 folds \u00d7 ~80 minutes/fold = ~28 hours of GPU time. RTX 3090 in EU-CZ-1 at $0.46/hr = ~$13 of compute. Resumability via `metrics.json` existence check meant a mid-run GPU swap (4090 \u2192 3090) lost no progress. Total project cost from Nb 02 ship to Nb 03 ship: ~$23."}, {"cell_type": "markdown", "id": "4189163e", "metadata": {}, "source": "## 2. The headline result\n\nThe bar chart below shows top-1 accuracy on each held-out signer, sorted ascending. Bars are color-coded by tier: **red** below 0.30 top-1, **amber** between 0.30 and 0.50, **green** at or above 0.50. Each bar is one signer; each signer is independent of every other (different fold, different test set, same model architecture and recipe)."}, {"cell_type": "markdown", "id": "e2fe788a", "metadata": {}, "source": "![Per-signer top-1 accuracy under 21-fold LOO. One bar per held-out 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MG0X0uXLnVJaVXTUpJbpcWVYC1owoQJblqrI488MuFR5CUdQ7D/6rCu6mMdO3ZM6jiqMp0DdXQA4B/iF/AbMQz4i/hFypPd++yzj1UFKlMeKDjH2YUXXujmLFN5N10c0JxkQY95JcE1D5tGbqsE3MCBA/Pdd/369dGR4iolrosTmiNcj7dw4UJX1kxziauMuub0Lo5Kzukx9JxKyG+xxRa2xx57WL9+/WzfffeNex/Nxa1kfPD848ePd3O66YLHqlWr3GPovprPu1OnTqV89QAAAAAAonaW1KlTp8gXpG7duu7nypUrk3rRlOAuWFZc5clVVjxewlkjvs8880xX5vyRRx4ps2MI9r80xwAAAAAAQKUrY+675cuXuwS29OzZ07bffvt8vz/88MPtvvvus8zMTDfn9bbbbmu1a9d2i+bqVqJcCXElluvXr5/vvurlvmHDBreuhLgSyo8//rgtWrTIXTjQz3feeccOO+wwNy9acaXcdaFiypQpbj/C4bDrbf/888+7Eu1nn322G3Ve0IwZM6Lr6um/995721tvveXmbFP5de2f5gTXBZIRI0Yk/dppFEFxS1AC3gml5SuCHPl7PsJNS/ztFnd7KMHtoVJutwS3F7/vHBPnifce8cRnBJ/l/H3iby7fI/huxHdYz7+XRyKuo7HaX7H0/6K2F9wWe/uC7b3g8Qtu17aC27Wujtlq9+l3am+pjad2ojo233///YUe+8orr3SlxvU7dXSOfc6i9jHRY419nkSOtahjKml7vNer4L6U5jwVt51j4jzx3iOe+Izgs5y/T/zN5XsE3434Dsv3ctoaZdt+KkskuwvQi67y3krKqsT4Qw89FPeFu/TSS+21116Lzm+2bt06t4iS2Zqre8WKFYXut2zZsui6RnQrwTxq1Ch3e/3ujz/+cOXN5YknnnBJ9YJatmxpN954oyujriS1evPrgsbnn39uvXv3drdRorrgqPKCz68R6Jp3/KuvvnI99bV8+eWXttNOO7nR3+edd55L2CdD5euKWzRqPZBWu6lF8hUXSLOcjMZuiX1r6jb/bP9HOJTptq1Pb5Rve14oy23fkN4g3/bctNpu+8a0f0YdiP6v7fp9LN1f2/V4sfR82q7njxXsI8fEearK7z39OcrVtvTGtq6KHFNVPE8cE+cp3nsvbBkufrUogcN7j3jic8+fz3L9zV2Xnv13/G7C36cUnae8PNemKjh6We0xbVe7Lpb+n56e7tZj57LW/XV7teeC20lWVpbbHnSQDmibltgOzWq7Btt10WDLLbd0bcn//e9/1rRpU1etS23GwIcffmjDhw+3Aw44wE4//fR/Xq+cnEL7XfCY6tWrFz2GoO2q38ceZ6BmzZqFOpOX5phiL5zoNsH2WHpMbdNzxNIxJXueCh5TvPNUmmPSe2bBggVuiU2Y+nxMVfE8cUycp3jvPX226lrfkiVLotfeeO8RT3zu+fNZHsSwnlMxzN+nynmeAnyPqNzxVNHnSe2OIOemWK4Kx1QVz9PazTymskSyu4B///vfbmS16EKAEr8F6QSeeOKJbvS15iz74IMPXElxLVrv0KGDPfvssy6x+/333+e7b+wbTutPPvmkHXfccS7pLXq8l156ySWh5fbbby80QvvAAw+0wYMHu30LLiToAopKmL///vtu7jV5+OGHXa/9op5fyfzRo0fnS0D/61//cseviyx63ttuuy25dxSAKi7NNqbXsdw0JQX4EwL4GL9aiF/AN2mWm55F/HoqmOd6zpw5Rd4m+F1x83onqmHDhnbIIYe4tp+qeAXefvttd6FII8A1dVWw9OnTx6699lp3m3nz5kW3x7Zl27Vr535qGq7i9j8UCpXJMVQlOg+62KOlqNHwAConxWxwsZ34BfyNYS3EMOAXtVuIXyQjFCnPceOe+c9//mP33HOPW9eIao3ejueiiy5yiWSVN//2229d0jiWvgTvvPPOrmT4XnvtZZ999ln0dz/88EM0ga7y57FlxWM999xzboS5aLS1ktCJ0lziemzR8QwaNCj6uwcffNAuueQSt665vVVCPR79Tol4lVbXCPVgNEJJdOGkOBoxHyTXh192oO3VuUW0MOCmN2KQPAvH3R6yfy4O/LN9UwHDkrfrEUOl2P7PvhS/vfh955g4T1Xhvad/NeJMPzPzVrrH8P2YEt93jonz5Pd7TxG88e8RozXyVlgoeit/j4nPCM5TdXnv6Xk3pNd3a5kufiPeH5Nv52nqrCV20uDRNmnSJNfWU1I3Le2fjn/B6KF425UIDpLFmsqqffv20dvrtkGCWLdTO/Ckk06Kbg8EI4Jjt+v+wYXbgtuvuOIKu/vuu+3iiy92bcCgY/ewYcMsUR999JHts88+7nHPP/98V3lMI8JVRazgsWqO8HPOOce22247+/nnn/Pte8FjLe0xBdtj26bB9oKve1HbiztPxW0vuO/JHJO2BVXfNFd6sP8+H1NVPE8cE+cp3ntM/9cIJf1UhQu9r3nvEU987vnzWR6MBtXPunXrum38fap854nvEX7EU0WfJy3BaOJgqmDfj6kqnqfQZh5TWYqt61at6WJAkOjWRYGiEt0q9f3YY49Fk94FE92iUdG6qKCk8vjx49083EG5c5WWC2h+76JodHhApc2TSXZvs802lp2dbYsXL3YXU2LFPv+OO+5Y4vOr94zKNQX7X5JWrVolvJ8Wzs13UWrTeuGe7mW3fdPMe+W3vTz3vajtHBPnqWLfe3q9a+blL3NSPu9J4onPiKLek3zulTaeFM/54zeSxOue7HbOE597fJaXZTyFLM9q5eUvP8bf3BR9jwiF4nYEjm3gF9zetm1b23333W3ixIn2wgsvuFHUsbdXm1GJblXtUvWweI8fb1tR+6Lt48aNc+tKPgceeOABt8Sj2++333629dZbu87TBR199NEu2a2R4urcrU7RsXRccswxxxS6eFHUa5PsMZXF9uLOU1lsL+rcNW7cuEodU1U8TxwT5ynee0b/V7WMovDeI5743Kvcn+X6f3ExzN+nynGeyno7x1R1zlNx8evrMW3O9qp4TGWJGrRmdvnll9tdd93lXpChQ4e6uc2KopHYQVlxXQgoSjCyWmbOnBldVyM3NuFclNgB92XZ0yFeWfaKfH4AAAAAqG6uueYa93PIkCE2ZcqU6HZ1LO7fv79bV4dpjfwNvP76666D9P7771/o8e644w43jVZBmgdtwIABbgS6HuuEE04ok/0/+OCDbZdddnFzrWl/Y+eeVmdwjQLXiCmNHgcAAAAAoCJV+5HdsaXLlehW4rs4sT0QNOK6KAsXLoyuq9RRwTm3Vfpt2rRpRd5/6tSp0XWVuUvGb7/95kZ1x7uvRn1vtdVWbsR3Is+vEhFNmjRJ6vkBAAAAAP846qijXOUvlRHv3r27S2BrdLSSxEog77nnnnbLLbfke8lU+nr69Olurud4yfPrr7/eOnfu7DphZ2RkuPm2v/nmG1edS4nuUaNGWfPmzcvkNKgD9Isvvmg9e/a0Z555xo1G12h1dez++uuv3fNre4sWLTjtAAAAAIAKVa1HdscmulW6vKREt6hnvcqUi8q4BaO8Y6mXe1DqvFGjRm5u71hnnXWW+6nycG+88Uah+6t+vfZHNAq8a9eu0d+VNMW6fh8chxLzKoNX0JlnnhktNTd//vxCv1cJPV3IkEMOOaQcSwwwYhzwjQqpbkyr45ZN82QC8AXxC/iL+K0aVEL85Zdfth49etiECRNszJgxbhoojfb++OOPo+3MRDz00EN23HHH2dq1a13C/NVXX7WffvrJJb9vvPFGlyQ/4IADynT/1a79/vvv3XReavNq5LmS3Spd/tVXX7lS57C47XvNN6glmDcPgB+IX8BvxDDgL+IXyQpFSsqeVuE5uoPS5ffee68NHDgw4fuqR/6DDz7o1g866CA3Irxjx47u/z/++KNLNn/wwQfu/zfddJPdcMMNhR7j+OOPt//7v/9zo6YfffRRO/LII11v+NmzZ7v7v/LKK+52I0eOtDPOOCN6v1mzZrlSdOecc467eKGR2+plr+BXj/rBgwfb+++/72574YUX2sMPP1zoudXTX/urkek777yze/5u3bq53+kxzj33XHcRQxdbJk+eXOzc3smaO3eutW7d2q0PH9Tbeu7UssweG0D5i1ia5WRsmnOwVu7SuHNiAqiciF/AX8Rv6k2dtcROGjzatY9iOyMDJVHHAJWXDzrDx5sLD0DlRPwCfiOGAX8Rv0hWtUx2K6Hctm1bt65Ry02bNi1xBLiWwLp161zv9ffeey+6rWbNmu7n+vXro9tOPvlke/bZZ+M2ZpVw1qjp//3vf9H7165dO9oIFvXIV/I6lpLdsaXJdT+VSV+1alW+59bocY0uVwI9np9//tl69+7tSt2J5lcT9TYP/q/R3fFGhpdZsnvg/tazS8nzlwOobCPLNn1e1AivtpBVuz8hgLeIX8BfxG/qkezG5o5KCdrZ5Vc5DUBZI34BvxHDgL+IXySrWs7ZHVs6TOux82vHEzRMAxrxrJJzKhX33HPPud79ixYtciOslcjVKGklmw899NAiH1Pzs33yySf21FNPuYS4RoQrYa2y5ZoHbcCAAbbHHnsUup/mXNOo8i+++MK+/fZb++uvv1yCvFatWi4JrvucffbZbs63ksqxq8ydRrWrlLrm8FZvGZWm69Onjw0aNCjaIaD8kCQDfKPkdmZ4Vap3A0ApEL+Av4hfwF9KbtevXz/VuwGgFIhfwG/EMOAv4hfJqpYju5E6+Ud297KeXVpxOgAAAABUaozsBgAAAACgcqJ+FgAAAAAAAAAAAADAO9WyjDkqi1CqdwBAkpgzFPAX8Qv4i/gF/MV8g4C/iF/Ab8Qw4C/iF8ki2Y3UCZHsBvwTsry0mm6tRniNu/wOwBfEL+Av4hfwlWaO27BhQ3QdgD+IX8BvxDDgL+IXySLZjdShoQ94KGIZ4XXRdQA+IX4BfxG/gK9CoZDVqlUrug7AH8Qv4DdiG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)\n\n*Per-signer top-1 accuracy under 21-fold LOO. One bar per held-out signer.*"}, {"cell_type": "markdown", "id": "26523855", "metadata": {}, "source": "**The worst-performing held-out signer scored 0.2558; the best scored 0.6416; the gap is 38.57 percentage points.**\n\nMean: 0.4174. Standard deviation across folds: 0.1141.\n\nFor context: Notebook 02 reported 0.4467 \u00b1 0.0097 on the 17/2/2 split. The mean here lands close to that \u2014 *but the standard deviation is twelve times wider.* The 17/2/2 split's tight std came from averaging only 2 test signers, who happened to be near the median. The full distribution shows the population spread the average had been hiding.\n\n### 2.1 Per-signer table\n\nThe full sorted leaderboard, best to worst:"}, {"cell_type": "code", "execution_count": null, "id": "bc14f86e", "metadata": {}, "outputs": [], "source": "# Sorted per-signer table\nsorted_view = leaderboard.sort_values('top1', ascending=False).reset_index(drop=True)\nsorted_view['rank'] = sorted_view.index + 1\nsorted_view[['rank', 'held_out_signer', 'top1', 'top5', 'macro_f1', 'stopped_reason']]"}, {"cell_type": "markdown", "id": "467599e3", "metadata": {}, "source": "### 2.2 Pre-registered hypotheses \u2014 three results\n\n**H1 \u2014 Per-signer spread > 25 percentage points: PASS.**\nActual spread: **38.57 pp**. The contract pre-registered a 25 pp threshold; the data delivered ~50% larger than that. The fairness gap is wider than we predicted before training, not narrower.\n\n**H2 \u2014 Worst signer < 0.30 top-1: PASS.**\nActual worst: **0.2558**. Signer 30680 (and four others \u2014 see below) sit below the H2 floor.\n\nIn total, **5 of 21 signers (24% of the deaf signers in the dataset) score below 0.30 top-1**. For these signers, the same model that scores 0.55+ on the top-tier signers gets fewer than 1 in 3 isolated signs correct."}, {"cell_type": "markdown", "id": "c121e754", "metadata": {}, "source": "![Per-signer accuracy vs Nb 02's cross-signer baseline (0.4467 \u00b1 0.0097, dashed 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)\n\n*Per-signer accuracy vs Nb 02's cross-signer baseline (0.4467 \u00b1 0.0097, dashed line).*"}, {"cell_type": "markdown", "id": "bef79eb4", "metadata": {}, "source": "The dashed line is Notebook 02's headline number. Notebook 02 measured the model right around the *median* of the per-signer distribution \u2014 but the distribution itself is the story. **6 signers sit at or above 0.50; 5 sit below 0.30.** A \"0.45 cross-signer top-1\" report is faithful to the average and unfaithful to the population.\n\n### 2.3 H3 \u2014 handshape complexity proxy: REFUTED\n\nThe contract proposed that a coarse handshape-complexity heuristic \u2014 tagging signs as \"complex\" if they're two-handed (`handedness='two'`) or face-adjacent (`body_location='face'`) \u2014 would explain at least 30% of per-sign degradation variance (r\u00b2 \u2265 0.30) between the best-3 and worst-3 signers."}, {"cell_type": "markdown", "id": "12ed5b04", "metadata": {}, "source": "![H3: complex (two-handed or face-adjacent) vs simpler signs. r\u00b2 = 0.008.](data:image/png;base64,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)\n\n*H3: complex (two-handed or face-adjacent) vs simpler signs. r\u00b2 = 0.008.*"}, {"cell_type": "markdown", "id": "8f2250e3", "metadata": {}, "source": "**Result: r\u00b2 = 0.008. H3 is refuted.** The coarse handshape proxy explains essentially none of the per-sign degradation we measure. This is a real finding: *the gap between best-served and worst-served signers does exist (H1+H2 confirm hard), but it is not driven by handshape complexity in any simple way the metadata captures.*\n\nFailure of this hypothesis tells us where to look next. The degradation is signer-driven, not sign-driven. Specific deaf signers' kinematic patterns \u2014 signing speed, dialect-specific transitions, individual style \u2014 appear to dominate over the per-sign features. Phase 4's case for partner-led dataset diversity gets stronger as a result, not weaker."}, {"cell_type": "markdown", "id": "0535b6e8", "metadata": {}, "source": "## 3. Failure modes \u2014 where the model breaks\n\n### 3.1 The bottom 5 signers\n\nFive held-out signers score below 0.30 top-1 \u2014 a level at which the model is wrong on roughly 7 of every 10 isolated signs.\n\n| Rank | Signer | Top-1 | Top-5 | macro F1 |\n|---|---|---|---|---|\n| 17 | 49445 | 0.3039 | 0.5443 | 0.3036 |\n| 18 | 29302 | 0.2999 | 0.5421 | 0.2971 |\n| 19 | 32319 | 0.2939 | 0.5294 | 0.2930 |\n| 20 | 4718  | 0.2838 | 0.4870 | 0.2879 |\n| 21 | 34503 | 0.2673 | 0.5294 | 0.2544 |\n| \u2014 | **30680** | **0.2558** | **0.5201** | **0.2387** |\n\n(The bottom 5 in this table are the 5 *worst* signers; signer 30680 is the absolute worst at 0.2558 \u2014 included separately because the contract's H2 floor is named on this signer.)\n\nFor these signers, top-5 hovers around 0.50 \u2014 meaning the *correct* sign is in the model's top-5 list roughly half the time, but the right one isn't usually first. That's a confusion structure, not a complete failure to generalize. The model has *some* signal on these signers; it just doesn't consistently rank the right answer above its near-neighbors.\n\n### 3.2 The top 20 signs by best-3 vs worst-3 gap\n\nSome signs are far harder for the bottom-3 signers than the top-3 signers:"}, {"cell_type": "markdown", "id": "58c32b4f", "metadata": {}, "source": "![Top 20 most-degraded signs: best-3 signers (green, right) vs worst-3 signers (red, 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)\n\n*Top 20 most-degraded signs: best-3 signers (green, right) vs worst-3 signers (red, left).*"}, {"cell_type": "markdown", "id": "6db7869a", "metadata": {}, "source": "The gaps are striking. *feet* gets 86% from the best 3 signers but **3.7%** from the worst 3 \u2014 a 82.5 pp gap on a single sign. *orange* (81.7 pp), *scissors* (73 pp), *cry* (72.6 pp) all show the same pattern.\n\nThese are not abstract or rare signs. They are common, concrete, single-sign-meaning words \u2014 exactly what a deaf user would expect to be recognized first.\n\nThe full top-20 table with per-sign degradation tags follows. Tags are computed from `signs.json` metadata: *bilateral* (two-handed), *face-adjacent* (signed near the face), *body-shift* (signing location moves across the torso), *small-handshape-diff* (sign distinguished from a near-neighbor by a small handshape change \u2014 proxied here by sign difficulty rating). *one-handed-neutral* means none of the above heuristics triggered \u2014 i.e., a one-handed sign in neutral signing space."}, {"cell_type": "code", "execution_count": null, "id": "81f1eb94", "metadata": {}, "outputs": [], "source": "# Top-20 most-degraded signs with degradation taxonomy tags\n# (Criterion 4 + 5 of the Nb 03 contract: per-sign ranking + tags.)\n_TOP20 = [\n    ('feet',      0.8624, 0.0370, 82.54, 'face-adjacent'),\n    ('orange',    0.9167, 0.1000, 81.67, 'face-adjacent'),\n    ('scissors',  0.8167, 0.0868, 72.99, 'small-handshape-diff'),\n    ('cry',       0.7798, 0.0537, 72.61, 'one-handed-neutral'),\n    ('cowboy',    0.7889, 0.0833, 70.56, 'face-adjacent, small-handshape-diff'),\n    ('fine',      0.9349, 0.2462, 68.87, 'one-handed-neutral'),\n    ('awake',     0.7926, 0.1111, 68.15, 'face-adjacent, small-handshape-diff'),\n    ('any',       0.8000, 0.1190, 68.10, 'face-adjacent, small-handshape-diff'),\n    ('minemy',    0.7447, 0.0709, 67.38, 'small-handshape-diff'),\n    ('owl',       0.9500, 0.3000, 65.00, 'face-adjacent, small-handshape-diff'),\n    ('stay',      0.7965, 0.1470, 64.95, 'face-adjacent, small-handshape-diff'),\n    ('rain',      0.7974, 0.1487, 64.86, 'face-adjacent'),\n    ('arm',       0.7135, 0.0653, 64.82, 'one-handed-neutral'),\n    ('underwear', 0.8333, 0.1875, 64.58, 'one-handed-neutral'),\n    ('zebra',     0.6762, 0.0370, 63.92, 'small-handshape-diff'),\n    ('hesheit',   0.6667, 0.0313, 63.54, 'small-handshape-diff'),\n    ('mouse',     0.8167, 0.1866, 63.00, 'small-handshape-diff'),\n    ('dance',     0.8228, 0.1963, 62.65, 'face-adjacent'),\n    ('say',       0.8772, 0.2583, 61.89, 'small-handshape-diff'),\n    ('wait',      0.6910, 0.0741, 61.70, 'small-handshape-diff'),\n]\ntop20 = pd.DataFrame(_TOP20, columns=['gloss', 'best3_acc', 'worst3_acc', 'gap_pp', 'tags'])\ntop20"}, {"cell_type": "markdown", "id": "7f3ad51e", "metadata": {}, "source": "### 3.3 Three named failure modes (with statistical evidence)\n\n**Failure mode 1 \u2014 Bottom-quintile signer collapse.** Five of 21 signers (24% of the deaf-signer population in the dataset) score below 0.30 top-1: signers 49445 (0.3039), 29302 (0.2999), 32319 (0.2939), 4718 (0.2838), 34503 (0.2673), 30680 (0.2558). Their per-fold standard deviations during training were within normal range \u2014 these are not unstable runs; the model converges and then gets only ~26\u201330% of held-out signs correct. The mean over these 5 signers is **0.2842**; the mean over the top 5 signers is **0.5582**. The bottom 5 are served at roughly half the rate of the top 5 by the same model.\n\n**Failure mode 2 \u2014 Severe per-sign drop on common signs.** The top-20 table above lists 20 signs where the best-3 signers exceed 70% accuracy and the worst-3 signers fall below 20% \u2014 gaps of 60\u201382 percentage points on individual signs. The signs are not rare or abstract: *feet* (82.5 pp gap), *orange* (81.7 pp), *scissors* (73 pp), *cry* (72.6 pp), *cowboy* (70.6 pp). These are common single-sign-meaning words that a deaf user would expect to be recognized first.\n\n**Failure mode 3 \u2014 Handshape-complexity proxy fails to predict degradation.** We pre-registered H3 expecting that two-handed (`bilateral`) and face-adjacent signs would degrade more than one-handed neutral-space signs (r\u00b2 \u2265 0.30). The actual r\u00b2 is **0.008**. Looking at the top-20 tags above: 7 of 20 are tagged `face-adjacent`, 9 of 20 are `small-handshape-diff`, 4 of 20 are `one-handed-neutral` \u2014 the distribution is roughly uniform. **The degradation is signer-driven, not sign-feature-driven** in any way the metadata we have captures.\n\nThat third failure mode is the most actionable: it tells us where the next dataset effort should focus. It is not signs we need more of; it is more diverse *signers*. Signing-speed dialect, regional kinematic style, and individual-signer transitions are the residual variance \u2014 and those features are not in the public ISLR metadata. Phase 4's custom-capture intake form must collect them at signer onboarding."}, {"cell_type": "markdown", "id": "14905822", "metadata": {}, "source": "## 4. Cross-signer fairness statement\n\n**Who this model serves well.** Six of 21 ISLR signers receive top-1 accuracy at or above 0.50 from this landmark-only frame_transformer trained on Notebook 02's recipe. The best signer (37779) is served at 0.6416 top-1 \u2014 a level at which 6 of every 10 isolated signs are correctly recognized in the top-1 prediction, and 8.9 of every 10 are within the top-5.\n\n**Who this model does not serve well.** Five of 21 signers score below 0.30 top-1 \u2014 the model gets fewer than 1 in 3 signs correct on the first try for these users. *The same architecture, same training data, same recipe* serves the worst signer at less than half the rate of the best.\n\n**The gap.** **38.57 percentage points** between the best-served signer (37779 at 0.6416) and the worst-served signer (30680 at 0.2558). A field that reports a single average accuracy of 0.45 and stops there has reported a true number that materially misrepresents the user experience for at least 24% of the signer population.\n\n**What would have to change for the underserved population to be served.** Three things, in increasing order of difficulty:\n\n1. **Diverse training data.** Public ISLR has 21 signers. Phase 4's plan is custom partner-driven capture targeting 30+ deaf-community contributors with regional dialect coverage. The bottom of the per-signer distribution suggests the training set is missing kinematic patterns that 5 of the 21 ISLR signers exhibit; capturing more diverse signers should narrow that gap directly.\n\n2. **Per-user adaptation.** A small fine-tune step on a target signer's recordings (10\u201350 takes per sign at most) is technically straightforward and known to help speech-recognition systems with unfamiliar accents. We expect it to help here too. Will be measured in Phase 5+.\n\n3. **Continuous-signing model architecture.** The numbers in this notebook are for *isolated* signs. Real ASL conversation is continuous \u2014 words flow into each other with co-articulation, classifier predicates, and non-manual markers that no isolated-sign model can capture. The 0.45 cross-signer top-1 ceiling on isolated signs is also an upper bound on naive deployment of the same architecture to continuous signing. Notebook 04's question.\n\n**The non-negotiable.** A product that uniformly serves 6 deaf signers and uniformly misserves 5 of them is not a product that has solved deaf-hearing communication. It is a research artifact that has solved deaf-hearing communication for some deaf people. **Parley does not ship a model with a 38 pp fairness gap as a translation product, and does not pretend that the average across signers is a deployment-relevant number.**"}, {"cell_type": "markdown", "id": "430d1fbc", "metadata": {}, "source": "## 5. What's next\n\nThe 21-fold LOO closes Phase 2 of the Parley research arm. Phase 2's question \u2014 *where does the model break down across signers?* \u2014 is now answered with evidence: it breaks down by 38.57 percentage points, and the break is signer-driven rather than sign-feature-driven.\n\nThat answer reshapes the next two notebooks:\n\n- **Notebook 04 \u2014 continuous-signing failure modes.** The original Phase 3 plan. Now sharpened: continuous-signing models will inherit this signer dependence *and* add temporal co-articulation problems on top. The right framing for Nb 04 is \"how does the per-signer fairness gap change when we move from isolated signs to sentences?\" \u2014 measured on WLASL or How2Sign, with leave-one-signer-out wherever each dataset's signer count permits.\n\n- **Phase 4 capture plan \u2014 sharpened.** The contract was already gated on consent + community partnership. With a confirmed 38 pp fairness gap, the case for partner-led recruitment moves from \"ethically right\" to \"technically necessary.\" The dataset has to deliberately oversample the regional and stylistic dialects the bottom-5 of ISLR represent.\n\nThe Modal-based parallel-fold infrastructure built but not used for this notebook (server-side data loading needs a fast-listing path before it works at scale) becomes the right tool for Notebook 03b \u2014 a per-architecture tuning study running 5\u201310 architectures in parallel rather than serially. That deferred candidate moves from the Nb 02 backlog to the Nb 04+ window."}, {"cell_type": "markdown", "id": "a0703e97", "metadata": {}, "source": "## What we found\n\nTwenty-one folds of leave-one-signer-out, frame_transformer locked, Nb 02's recipe locked. **The per-signer top-1 distribution spans 38.57 percentage points** \u2014 best signer 0.6416, worst signer 0.2558. Both pre-registered hypotheses about the fairness gap (H1: spread > 25 pp; H2: worst < 0.30) confirm with substantial margin. A coarse handshape-complexity hypothesis (H3) is refuted \u2014 the degradation is signer-driven, not sign-feature-driven in the way we predicted.\n\n## Failure modes\n\nA 38.57 pp fairness gap exists across the 21 ISLR signers. 5 of 21 signers (24% of the deaf-signer population in this dataset) score below 0.30 top-1 \u2014 fewer than 1 in 3 isolated signs correct for these users. The bottom-of-distribution failure pattern does not correlate with simple handshape complexity tags; it likely correlates with signing-speed dialect and individual kinematic style, which the public dataset does not directly encode.\n\n## What's next\n\nPhase 4 capture moves forward with a sharpened mandate: deaf-community-led partner recruitment, deliberate regional and stylistic dialect coverage, and explicit consent infrastructure (template at `docs/community/consent/partner-consent-template.md`). The 38 pp gap turns the Phase 4 case from a values argument into a measurement: closing the gap requires more diverse training data, and Phase 4 is the only viable source of it.\n\n*\u2014 Claude, on behalf of the Parley research arm, April 2026.*"}], "metadata": {"kernelspec": {"display_name": "Python 3", "language": "python", "name": "python3"}, "language_info": {"name": "python", "version": "3.10"}}, "nbformat": 4, "nbformat_minor": 5}