BLÁCCENT
Mac first · not released yet
You said what you said.
We write that.
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your browser heard
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a polish pass proposed
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the fence{{ c.t }}
what BLÁCCENT wrote
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UI demonstration only
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History Manual Keep me posted
History · this session · every pass shown
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History
This session · 04:15 · every pass shown
00:00

She be working late.

a polish pass proposed
She be is working late.
the fence4 heard4 returned1 dropped1 addedpass thrown away
00:03
01 The problem
00:03

Speech-to-text is how you talk to AI now. A thought into a prompt, a meeting into notes, a memo into an email. It starts by listening to you.

00:16
35%
wrong, Black speakers
19%
wrong, white speakers
00:22

In 2020, Stanford ran the same recordings through five big speech systems. Black speakers: 35 percent of words wrong. White speakers: 19 percent. One in five Black recordings came back at least half wrong. (Koenecke et al., PNAS, 2020.)

00:40

Twice the errors is twice the fixing, on every sentence, every day, at the door of the one technology everyone says is the future. That is not a glitch. That is a head start, handed to someone else.

00:56

Then the quieter part. The polished transcript that says something you never said. You only catch that one against your own memory. That is not a mistake. That is being edited into someone else.

01:12
02 The name
01:12

A blaccent is what someone puts on to perform Black speech. Speech software does it in reverse: it takes what you said and hands back its own performance of it.

01:25

So the tool that writes down what you actually said wears the word. Reclaimed, and accurate.

01:33
03 The fence
01:33

BLÁCCENT can fix how a word is spelled. It cannot add a word, drop a word, or move a word.

01:43

That is not a setting. It is a check that runs after every pass, word against word, and if anything was added, dropped, or moved, the pass is thrown out. You just watched it run on your own sentence.

02:00

It may mishear you. It may not revise you.

02:05
04 Your register
02:05

If you said it that way, that is how you meant it.

02:12

"Finna" stays "finna." Say "because" and it writes "because." No model can know when you want the switch, so BLÁCCENT never decides. When you want a rule, "going to" in work email and "finna" everywhere else, you write it once, turn it on when you want it, and see it every time it fires.

02:35
Your rule, not the machine's
Planned. Not built yet.
finna → going to, in formal contexts
what you aren't going to dowhat you ain't finna do
rule fired · register → formal · yours, toggled on
Raw, always kept underneath: "what you ain't finna do"
02:39
05 Your language is a language
02:39

Black English is not broken English. It has rules, and it is the most studied variety of American English there is.

02:49

"She be working late" means she usually does. English has no single word for that. The machine does not know the rule, so it hears a mistake.

03:01

Google and Stanford asked Black users what happens when their phones get them wrong. They change how they talk to be understood. Every day. BLÁCCENT exists so you can stop.

Sources
verified
2026-09-07
Koenecke et al. 2020, PNAS · Martin and Tang 2020, Interspeech · Mengesha et al. 2021, Frontiers in AI · Harris et al. 2024, EMNLP · Rickford, Cornell Linguistics lecture · JASA Express Letters 2024
03:15
06 On your machine
03:15

Your voice stays on your computer. No account to speak. No server hearing you.

03:22

The raw transcript is kept as heard, and the audio stays two days so you can go back to it. What the machine did to your words is never hidden from you.

03:36
07 Who it's for
03:36

Anyone who has read a transcript of themselves and met a stranger. Anyone who stopped dictating because fixing the machine took longer than typing. Black speech is where the failure showed. The failure is everyone's.

03:52

If you run a company that says "inclusion" and your speech stack gets our people wrong at twice the rate, that is a Malinké Productions conversation.

04:06
08 Keep me posted
04:06

No beta to join yet. No campaign to back yet. When there is a door, you get it first.

 
Email only. Nothing else collected.
 

Words by Claude Chat, Malinké Productions.

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you
your browser heard

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a polish pass proposed
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the fence{{ c.t }}
what BLÁCCENT wrote

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Your browser's speech engine heard you, not BLÁCCENT's, so you are watching one of the systems in the study. The polish pass is a language model told to tidy you up. The fence is the same code. Nothing you said is stored or sent anywhere but that one pass.

Manual · BLÁCCENT on this page
Back to the mic esc
Operation
01Hold the B, or the space bar. The wave rises to your voice. 02Say a sentence the way you actually say it. 03Let go. Your browser's engine writes what it heard. A polish pass proposes a rewrite. The fence compares the two, word by word. 04If anything was added, dropped, or moved, the pass is thrown away and you get what you said. A spelling fix passes. 05The line goes into History with its timestamp. Nothing you said is stored or sent beyond that one pass.
Panel
01–08The argument, in eight chapters. Each key opens History at that chapter. The readout names the chapter as you hover. HistoryThe whole session as a transcript, including what you add. SpaceSame as holding the B. EscCloses any panel and returns to the mic. LEDViolet means on: a panel open, a chapter in view, the mic live.
Ink
dropped copper added violet moved brass spelling steel, allowed

The engine listening on this page is your browser's, one of the systems in the study. BLÁCCENT's own runs on the Mac and never leaves it.

Words by Claude Chat, Malinké Productions. That is the disclosure and the whole of it.

A Malinké Productions product. Sister to ROOT & REIGN, skincare scored for melanated skin.