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Zambia

LUN — connected speech, three modes.

Every mode below is part of the LUN frame. Filled modes list their consented takes; empty modes stay visible as the next thing to record. Counts and text are open; corpus audio unlocks with your subscription tier.

Your access: public — text & counts (corpus audio opens at pilot)

Mode 1 · coming

Bantu only

Page-length native Bantu read aloud — gold-aligned connected speech and TTS voice.

Not yet recorded for LUN. This mode is part of the frame and on the roadmap — recording is contributor-driven, so the slot fills as native speakers record.

Mode 2 · coming

Bantu & English (code-switch)

Interleaved Bantu↔English exactly as people speak — a labeled code-switch boundary in every take.

Not yet recorded for LUN. This mode is part of the frame and on the roadmap — recording is contributor-driven, so the slot fills as native speakers record.

Mode 3

English only (Bantu-accented)

The same neutral English text read by Bantu L1 speakers — the accent is the asset; frontier ASR trips on it.

55Takes
55Stories
3613Sentences
18802Words
362.2Minutes
1Speakers
17.5%Accent WER
StorySpeakerSentencesWordsLength ASR WER Audio
The Morning at Home SPK-004 92 449 541.8s 10.0% 🔒 licensed
Going to the Market SPK-004 141 668 825.8s 13.2% 🔒 licensed
At the Clinic SPK-004 138 672 813.5s 15.6% 🔒 licensed
Rain Is Coming SPK-004 132 659 786.7s 12.8% 🔒 licensed
The Bus Ride SPK-004 153 701 891.1s 15.8% 🔒 licensed
Cooking with Grandmother SPK-004 137 619 806.5s 17.0% 🔒 licensed
The Lost Goat SPK-004 140 710 873.8s 18.0% 🔒 licensed
My First Day at School SPK-004 160 727 905.9s 17.9% 🔒 licensed
The Football Match SPK-004 153 727 861.8s 15.1% 🔒 licensed
A Visit from Auntie SPK-004 151 764 921.4s 20.3% 🔒 licensed
Fetching Water in the Morning SPK-004 90 475 555.7s 17.7% 🔒 licensed
The Chicken That Entered the House SPK-004 82 445 489.0s 14.1% 🔒 licensed
Walking to Church on Sunday SPK-004 107 515 614.0s 21.8% 🔒 licensed
The Day We Planted Maize SPK-004 100 494 570.0s 22.7% 🔒 licensed
Helping My Mother Wash Clothes SPK-004 95 466 527.2s 23.3% 🔒 licensed
The Small Shop Near Our House SPK-004 88 491 507.9s 9.6% 🔒 licensed
Grandfather's Radio SPK-004 97 460 542.1s 15.2% 🔒 licensed
The Child Who Forgot His Lunch SPK-004 90 464 510.7s 8.6% 🔒 licensed
Crossing the River Carefully SPK-004 96 504 560.8s 12.7% 🔒 licensed
The Birthday Meal at Home SPK-004 105 548 585.3s 21.5% 🔒 licensed
Going to the Market with Auntie SPK-004 111 592 692.9s 26.2% 🔒 licensed
The Neighbour's Goats SPK-004 122 643 704.6s 25.4% 🔒 licensed
Learning to Ride a Bicycle SPK-004 130 666 749.8s 15.6% 🔒 licensed
When the Electricity Went Off SPK-004 120 666 717.7s 23.0% 🔒 licensed
Visiting Grandmother in the Village SPK-004 142 759 847.1s 25.4% 🔒 licensed
The New Book SPK-004 23 129 142.4s 🔒 licensed
The Broken Chair SPK-004 26 146 179.1s 🔒 licensed
The Missing Keys SPK-004 26 139 167.1s 🔒 licensed
Baking Bread SPK-004 28 161 184.9s 🔒 licensed
The Heavy Box SPK-004 28 167 199.5s 🔒 licensed
Planting Seeds SPK-004 26 164 181.0s 🔒 licensed
A Walk by the River SPK-004 26 162 175.6s 🔒 licensed
The Stray Cat SPK-004 27 154 175.2s 🔒 licensed
A Windy Day SPK-004 26 162 172.1s 🔒 licensed
Cleaning the Windows SPK-004 26 157 181.5s 🔒 licensed
Washing the Bicycle SPK-004 21 129 157.9s 🔒 licensed
Making Breakfast SPK-004 21 122 149.8s 🔒 licensed
Painting the Door SPK-004 22 132 153.3s 🔒 licensed
The Lost Shoe SPK-004 23 139 152.4s 🔒 licensed
The Bird and the Nest SPK-004 21 128 147.0s 🔒 licensed
Going to the Shop SPK-004 22 128 143.0s 🔒 licensed
Packing a Suitcase SPK-004 22 142 154.2s 🔒 licensed
Sweeping the Floor SPK-004 21 124 148.2s 🔒 licensed
The Broken Glass SPK-004 24 144 167.7s 🔒 licensed
Watering the Plants SPK-004 21 135 154.4s 🔒 licensed
Washing the Dishes SPK-004 16 102 101.5s 🔒 licensed
Buying Fruit SPK-004 16 103 107.0s 🔒 licensed
Catching a Bus SPK-004 16 101 101.8s 🔒 licensed
Planting a Tree SPK-004 16 112 107.0s 🔒 licensed
A Rainy Afternoon SPK-004 16 101 102.1s 🔒 licensed
Feeding the Dog SPK-004 17 102 104.8s 🔒 licensed
Walking in the Forest SPK-004 16 107 106.8s 🔒 licensed
Making the Bed SPK-004 16 103 101.6s 🔒 licensed
Raking Leaves SPK-004 16 105 99.3s 🔒 licensed
Building a Fire SPK-004 16 118 111.6s 🔒 licensed

Mode 4 · coming

Oral narration

Spontaneous oral narration — the future unscripted row.

Not yet recorded for LUN. This mode is part of the frame and on the roadmap — recording is contributor-driven, so the slot fills as native speakers record.

Access

Start where you are.

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01 · Free
Evaluation

Score your model against the foundational layer — the Alphabet Test and the L26 Lite suite, with saved results. Self-serve, no cost.

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02 · 75 days
Validation Pilot

Three languages you choose — and everything we hold for them. Measured on your own held-out data.

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03 · Program
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