QUILL Transcribe User Guide

QUILL Transcribe types what you say into the program you are using. Write an email in Outlook, fill in a form in Edge, Chrome or Firefox, add a note in Notepad or a paragraph in Word, all by speaking, without leaving the program.

It uses the same speech models and the same dictation as QUILL and QUILL Lite. If you already dictate in QUILL, the words, punctuation and commands you know work here too.

Version 1.0.0 (build 3), released on 1 November 2026: the first public release.

What it promises

Getting started

The first time

The first time QUILL Transcribe opens, it shows Set Up QUILL Transcribe. It has one page:

  1. About QUILL Transcribe - a short description to read with the arrow keys.
  2. Microphone - the Windows default, or a microphone you name. Press Test Microphone to record four seconds and hear how loud it was and what it heard. The test stays on your computer and nothing is kept.
  3. Speech model (Alt+D) - the models already on this computer, each with its tier (see “Choosing a model”). Moonshine is chosen to begin with, and is a good place to start: it is built in, quick, works with nothing downloaded, and adds punctuation for you. Below it, Recommended for this computer (Alt+P) is one line naming the model that suits your computer and why. It is only advice: the model in the box above is the one you get.
  4. Start and stop key - the key that starts and stops dictation from any program. It is Alt+Shift+Backslash (Alt+Shift+\) unless you change it. Type another, for example Ctrl+Alt+PageDown, or press Record Key (Alt+C) and then press the combination you want: it is written into the box for you. Leave the box empty for no key. A key another QuillVille app already uses is refused with the name of the app that uses it. If a key does something else when you press it in Record Key, another program already uses it: type it, or choose another.
  5. Command key - optional, and empty unless you choose one. Press it in the field you are dictating into and the next thing you say is a command, as if you had said QUILL first (see “The command word”). Type a key, or press Record Command Key (Alt+N) and press it. It must not be the start and stop key.
  6. Start QUILL Transcribe when I sign in to Windows - off unless you check it. When it is on, QUILL Transcribe opens in the tray. It still does not listen until you start dictation.

Press Finish to keep your choices or Skip to change nothing. You can open setup again at any time from the Help menu (Ctrl+Alt+S).

The tray

QUILL Transcribe lives in the notification area, the system tray. To reach it from the keyboard, press Windows+B, find QUILL Transcribe with the arrow keys, and press the Applications key or Shift+F10 for its menu.

The menu starts with three lines you can read but not press: what dictation is doing, which model it uses, and which dictation profile is in use. Then:

The tray icon’s name also says what dictation is doing, for example “QUILL Transcribe - Listening”. With a profile other than Standard it says that too: “QUILL Transcribe - Listening - Email profile”.

If Windows has no notification area for QUILL Transcribe, its window stays open instead, and closing it puts it on the taskbar. QUILL Transcribe says so when it starts.

The window

Press Enter on Show QUILL Transcribe in the tray menu, or your show and hide key if you chose one. The window shows:

Closing the window keeps QUILL Transcribe running in the tray. To quit, choose Exit in the File menu (Ctrl+Q) or Exit QUILL Transcribe in the tray menu.

Practice and lessons

New to dictation, or to a new microphone or model? Practise in QUILL Transcribe’s own window first. Nothing you say there goes into another program.

Practice Dictation

Open Practice Dictation from the Dictation menu (Ctrl+Shift+P). The window has, in Tab order:

Everywhere else, starting dictation from QUILL Transcribe’s own window waits for you to switch to another program, because the window itself is never dictated into. The practice field is the one exception: Start Dictation Here writes into it straight away. The same checks as any start still apply (Safe Mode, the microphone, your model), and if dictation is already on in another program you are asked to stop it first.

Everything works in the practice field as it does elsewhere: punctuation by voice, “QUILL scratch that”, “QUILL caps on”, snippets, Review Dictation, and your profile. Formatting profiles (Document, Email) treat the field as plain text, as they would Notepad. When dictation stops, by any route, it goes back to working in other programs as usual.

Example. Press Ctrl+Shift+P, then Alt+H. You hear “Dictation on”. Say “this is my first dictation period” and pause. You hear your words read back, and the practice field holds “This is my first dictation.”

The recognition test

Press Read This Sentence (Alt+T). The practice field is cleared, dictation starts in it if it was off, and the status bar shows the sentence. Read the sentence aloud at your usual pace, then pause. The first thing written is compared with the sentence word for word, and you hear the result once; it also stays in the Result field. For example:

Capitals and punctuation do not count; the test is about the words. Below 80 percent you are given the three suggestions above. If you said the sentence in two breaths, only the first part is scored; press Score the Field (Alt+S) to score everything in the field instead. The score uses the same word-error count as QUILL’s dictation benchmark, so it means the same thing.

Limits: the sentences are in English, and the test checks your microphone, model and voice together. It cannot tell which of the three to change.

Tutorials

Tutorials in the Help menu (Ctrl+Alt+F1) opens five short lessons in the same Tutorials window as QUILL and QUILL Lite:

  1. Your first dictation, in the Practice window.
  2. Pause and resume in another program.
  3. Commands with the command word.
  4. Snippets and clips by voice.
  5. Review before it is typed.

Each step says what to do, why, and what you should hear. Where a step names a command, Try it runs it for you. The same lessons are in the tutorial book, tutorials.html beside this guide.

Dictating

With your key

  1. Go to the field you want to write in: the body of an email, a box on a web page, a document.
  2. Press your start and stop key. You hear the dictation tone and “Dictation on”.
  3. Speak. When you pause, what you said is typed where the cursor is.
  4. Press the key again, or say “stop dictation”, to stop. Anything you were still saying is written first.

Holding the key to talk

If you would rather hold a key while you speak, as with a walkie-talkie, open Dictation Settings, choose More Dictation Settings, and check Hold the dictation key to talk (Alt+H). It is off until you turn it on, and it is the same setting QUILL and QUILL Lite have for Ctrl+F11. Then:

Keys with Ctrl in them make most screen readers stop talking while they are held, so a key with Alt, such as the default Alt+Shift+Backslash, works best for holding.

Starting with your voice: the wake phrase

You can start dictation by saying the wake phrase, “Quill dictate” unless you change it, instead of pressing a key. Open Dictation Settings and check Listen for the wake phrase while dictation is off (Alt+H in that window); the Wake phrase box (Alt+W) is where you change the words. It is off until you turn it on, and when you turn it on you hear “Listening for your wake phrase whenever another program is in front.”

While it is on:

From the tray or the window

When you start from the tray or the window, QUILL Transcribe has the focus, and it never types into itself. So it waits: QUILL Transcribe says “Switch to the field you want”, and dictation starts as soon as you are back in another program. Alt+Tab, or Escape out of the tray menu, takes you there. If no other program comes forward within 20 seconds, it gives up and says so. Choosing the same command again while it waits cancels it.

What you hear

You hear a tone when dictation starts and stops, and after each phrase. Your screen reader already reads what is typed, so QUILL Transcribe does not read the words back unless you ask it to in Dictation Settings.

With a large model there can be a few seconds between your pause and the text. So that the wait is not silent, QUILL Transcribe plays a soft tick once a second while a phrase is still being worked on. There is no tick for a phrase that arrives within a second. The first time in a session that a phrase takes four seconds, you also hear “Still working on that phrase.” The ticks stop as soon as the text arrives, or if recognition fails. While a tick plays, the microphone is not listened to for a moment, as with every QUILL sound, so the tick is never typed as speech. To turn the tick off, open Dictation Settings, choose More Dictation Settings, and clear Tick while a phrase is being worked on. It is on by default here and off in QUILL and QUILL Lite.

What you hear after each phrase in Dictation Settings decides the tick too. Set to nothing, there is no tick and no sentence. Set to words only, there is no tick; you hear “Still working on that phrase.” when a phrase has taken four seconds, each time that happens. If your sound pack has no tick sound, you hear the sentence at four seconds instead of the ticks, each time.

It speaks when something happens that your screen reader cannot tell you: that dictation paused, that it could not start and why, that a phrase may be incomplete.

On a braille display, while you are working in the other program, you see the words heard so far (“Hearing: dear Sam”) with a model that shows them while you speak, and the changes dictation shows without saying them: Command mode, Waiting for a command, and Listening for your wake phrase. These go to the display only and are not spoken. To hear the words so far as well, choose Show it, and say new words quietly for While you speak, the words heard so far in More Dictation Settings. You then hear each word once, when the model has settled on it, never a word it is still changing its mind about, and never the same word twice.

Dictation Status (Alt+F9 in the window, as in QUILL and QUILL Lite) says in one sentence what dictation is doing, the program it is writing into, the model, and how many phrases are held, for example “Dictation is paused in OUTLOOK, using Moonshine, with 2 phrases held.” To ask from another program, choose a Dictation Status Key (see Keys).

When the focus moves: paused, not lost

If you move to another field, another program or another window while dictating, QUILL Transcribe stops typing. It does not follow you. You hear “Dictation paused” and the reason.

While it is paused, it keeps listening and holds what you say. Nothing is typed anywhere. Then you choose:

While paused, “scratch that” takes back the last held phrase, and “stop dictation” stops. If you stop or exit while words are held, you are told how many were not written, and exiting asks before throwing them away.

Up to 50 phrases are held. Held words are also kept on this computer, sealed for your Windows account, so a crash, a sleep or exiting loses nothing. Resume and Discard Held Words delete them. If you stop or exit while words are held, they stay for next time: stopping says “They are kept in Recent Phrases”, and the next start says how many are waiting. A phrase Windows stopped typing part-way through is kept the same way.

To resume or discard without coming back to QUILL Transcribe’s window, choose a Resume Key and a Discard Held Words Key in the File menu (see Keys). Pressed in the field you started in, the Resume Key types the held words there and carries on; the Discard Held Words Key throws them away.

Where it will not type

QUILL Transcribe refuses, with a sentence saying why, when:

While you use OpenAI or a speech provider, the state line ends “Speech goes to” and the company’s name, for example “Speech goes to OpenAI.”, because those are the only choices that send your voice off this computer (see Models).

If Windows does not take all of a phrase, QUILL Transcribe stops and says part of it may be missing. Check the field before you carry on. It never says a phrase went in when it is not sure.

Programs it has been tested with

QUILL Transcribe types into almost any program with a text field, but we only promise what we have tested. The table below comes from a test that types the same short dictation, phrase by phrase, into each program and then reads the program’s text back to check every phrase arrived exactly. It runs on a real Windows computer, not on our build servers, so a program that was not installed there is listed as untested, which does not mean it fails.

Programs update often, so each row says when it was checked and when it is due to be checked again. If a program you use behaves differently from its row, tell us which version you have.

Program Version Result Phrases exact Checked Review by Notes
Notepad 11.2607.14.0 Untested - 2026-10-15 2027-01-13 The test run was interrupted before it finished, so nothing was measured yet.
WordPad - Untested - 2026-10-15 2027-01-13 WordPad was removed from Windows 11 in version 24H2.
Microsoft Word 16.0.20430.20146 Untested - 2026-10-15 2027-01-13 Installed on the test computer, not run yet.
Microsoft Outlook 16.0.20430.20146 Untested - 2026-10-15 2027-01-13 Installed on the test computer, not run yet.
Microsoft Edge 155.0.4283.45 Untested - 2026-10-15 2027-01-13 Installed on the test computer, not run yet.
Google Chrome 155.0.8059.84 Untested - 2026-10-15 2027-01-13 Installed on the test computer, not run yet.
Mozilla Firefox 157.0.1.583 Untested - 2026-10-15 2027-01-13 Installed on the test computer, not run yet.
Visual Studio Code 1.142.0.0 Untested - 2026-10-15 2027-01-13 Installed on the test computer, not run yet.

Each tested program was sent the same 12 phrases. A phrase counts as exact when the program’s text, read back afterwards, grew by exactly that phrase. A program’s own formatting, such as Word’s curly quotes, and its own line ending are not counted as changes.

Commands while dictating into other programs

The command word

In QUILL Transcribe a command starts with the command word, QUILL: “QUILL scratch that”, “QUILL caps on”, “QUILL start spelling”. Said on its own, “scratch that” is typed as words, because a command typed into an email by mistake is much harder to take back than one in a document. Only the stop phrase, “stop dictation”, works without the word, and “stop spelling” while you are spelling. This is called strict mode, and it is on in QUILL Transcribe; QUILL and QUILL Lite leave it off.

The command word, strict mode, and how long command mode waits are in More Dictation Settings (see “Dictation Settings”).

What works in another program

These work in any program, after the command word:

A snippet with blanks asks for each one before anything is typed. Say “QUILL insert snippet bug report” and you hear the snippet’s name, how many blanks it has, and the first blank’s name, like “Summary?”. Say the answer; spoken punctuation works in it. For a choice you hear the options, “Choose NVDA, JAWS or Narrator.”: say one, or “choose two”. Say “skip” to leave a blank empty, “scratch that” to answer the one before again, or “cancel” to type nothing. The command word is allowed before an answer but not needed. When the last blank is answered, the whole snippet is typed as one phrase, so “QUILL scratch that” takes all of it back. A date or time in a snippet comes from this computer’s clock.

One limit: where a snippet or an abbreviation would put the cursor in the middle, the cursor stays at the end, because QUILL Transcribe cannot move it inside another program’s text without reading it. For the same reason, “QUILL read that” reads back what dictation typed, all of it, but “read last sentence” and the other commands that read a document work only in QUILL.

Commands that need to read the other program’s text, such as “select that”, “go to”, “correct” and a word, or “copy all”, only work in QUILL’s own documents. In another program you hear “That works in QUILL’s own documents” and nothing changes.

Correcting in another program

QUILL Transcribe never reads the other program’s text. What it can do is remember the words it typed there itself, since the focus last moved, and change those: it takes them back with Backspace and types the corrected words, starting from the first letter that changes.

With strict mode off, you can say these without QUILL.

To keep your own typing safe, a correction is refused, with one sentence, and nothing is sent, when:

Whatever a correction replaced goes into Recent Phrases (Shift+F11), marked “(before correction)”, so you can type it again with Insert Again.

What can I say

Saying “what can I say” while you dictate does not open a window, because a window would take the focus and pause dictation. Instead you hear: “In another program, you can say QUILL scratch that, new line, QUILL start spelling, QUILL insert snippet and its name, or stop dictation. For the full list, open Dictation Commands from the Dictation menu, Ctrl+Shift+C.” With strict mode off, the commands are said without QUILL.

Dictation Commands (Ctrl+Shift+C, in the Dictation menu) lists exactly what works in other programs, and nothing that does not, followed by your own words and phrases from My Words and Phrases.

Review before it is typed

Sometimes you want to hear and check what you said before it goes into the email. Say “QUILL review that”: the last phrase is backspaced away again (or, if dictation was paused, the words it was holding are taken) and opened in the Review Dictation window. Nothing more is typed into the other program until you insert it.

The window’s other keys: Ctrl+R reads all the words (“QUILL read it back”), Ctrl+D says again what changed (“QUILL what changed”), Ctrl+Z undoes the AI’s last change (“QUILL undo that change”), Ctrl+Shift+Z goes back to exactly what you said (“QUILL back to what I said”), and Escape stops a request on its way or discards the words (“QUILL discard it”). From the QUILL Transcribe window, Review Dictation (Shift+F4, in the Dictation menu, the key QUILL and QUILL Lite use) opens it too, empty if there is nothing to take.

The AI. QUILL Transcribe has no AI menu of its own. It uses what you set up in QUILL: your ChatGPT subscription (Use My ChatGPT Subscription) or your own key (Use My Own AI Key). Without either, or in Safe Mode, AI is off: “QUILL review that” says “AI is off. Your words were written as you said them.” and leaves the phrase typed, and the window still opens from Shift+F4 to edit and insert by hand. The first time, QUILL Transcribe asks before anything is sent and names who receives it; No is the default and sends nothing. Only the words in the window and your instruction are sent, with My Dictation Instructions if you wrote any; nothing is ever read from the other program. Each change you ask for is one request.

To send everything you say to the review window first, turn on Send dictation to review first (Alt+V) in More Dictation Settings.

Polishing what you said, only when you ask

Polish tidies punctuation, capital letters and small slips without rewording anything, before the words are typed into the other program. It is one request you ask for each time, it is off until you turn it on, and it never runs by itself.

  1. Open Dictation Settings (Alt+Shift+F6), press More Dictation Settings, and check Allow polishing my dictation with AI when I ask (Alt+G). Press OK in both windows.
  2. Dictate into your email as usual. When you want the last phrase polished, say “QUILL polish that” (or “QUILL polish it”). The phrase is backspaced away and opened in Review Dictation, then the polish request is made there. If Review Dictation is already open, the words in it are polished.
  3. In the Review Dictation window you can also press Polish (Ctrl+P). The button is there only while polishing is allowed.
  4. You hear “Polishing”, then what changed. Read the words, then Insert (Ctrl+Enter, or “QUILL insert it”) types them into the field once, or Undo Change (Ctrl+Z) takes the polish back.

The AI is asked to fix punctuation, capital letters, spelling and obvious grammar slips only, and to keep your words, meaning, order and tone. It uses the same AI and the same first-time question as the rest of the review: nothing is sent until you say yes, and only the words in the window go. With AI off the Polish button is greyed out, and with polishing not allowed “QUILL polish that” says “Polish my dictation is off” and sends nothing.

Correcting yourself as you talk

With Fix it when I correct myself, like Thursday, no, Friday (Alt+X) checked in Dictation Settings, QUILL Transcribe types only what you meant when you correct yourself in the middle of a sentence:

You say QUILL Transcribe types
meet on Thursday, no, Friday at noon meet on Friday at noon
in June, no I mean July in July
I have two no three cats I have three cats
call me at 5, sorry, 6 call me at 6
send it to Ana, sorry, Maria (both names in My Words) send it to Maria

The marking words are “no”, “I mean”, “no I mean”, “sorry” and “scratch that word”, and a correction is made only between two days, two months, two numbers or two names from the Vocabulary list in My Words and Phrases. Everything else is typed as you said it: “no, I don’t think so” and “Is it Thursday? No, Friday.” stay as they are. The fix happens on this computer before anything is typed, with no AI. It is off until you turn it on.

Dictation style (Alt+Y), in the same window, sets these choices together: Verbatim (every word as you say it), Clean (no filler words, and your corrections fixed) or, only when AI is set up in QUILL, Polished (Clean, plus Send dictation to review first and Allow polishing my dictation with AI). Choosing Polished sends nothing by itself. Change a check box yourself and the style shows Your own mix of the settings below.

Remembering a correction. When you fix the same word the same way twice with “QUILL correct that” and then “QUILL choose two” (see “Correcting in another program”), QUILL Transcribe offers to add it to My Words and Phrases, so it comes out right next time. The question is spoken, never shown in a window that would take the focus from your field: “Add a correction: Ann becomes Anne? Say QUILL yes to add it, or QUILL no.” Answer within 30 seconds. Yes adds it to the Corrections list, which you can change in My Words and Phrases (Alt+Shift+F10); No, silence or anything else adds nothing. Each pair is offered once each time QUILL Transcribe runs, and only a word or a short phrase of up to four words.

Profiles: the kind of writing you are doing

A dictation profile changes dictation for one kind of writing, without you changing several settings each time. There are seven:

Profile Fillers Punctuation Pause Headings, bold and italic
Standard As your settings say As your settings say As your settings say Markdown marks
Email Removed Added As your settings say Formatted where the document holds formatting; elsewhere nothing, and you are told why
Document As your settings say As your settings say As your settings say Formatted, the same way
Markdown As your settings say As your settings say As your settings say Markdown marks, in any program
Chat Removed As your settings say As your settings say Plain text
Coding Removed Not added: you say every mark Long Markdown marks
Verbatim Kept As your settings say As your settings say Plain text

Standard is where everybody starts, and is your Dictation Settings exactly as they are.

Choosing a profile

Lock Profile (Dictation menu, Ctrl+Shift+L) stops a spoken profile name from switching profiles: you hear “Lock Profile is on, so the profile stays Email.” You can still choose one from the menu. QUILL Transcribe never switches profiles on its own, for example by which program you are in.

The profile in use shows in the window’s Model and microphone field, the tray’s third line, the tray icon’s name and Dictation Status.

Headings, bold and italic in other programs

QUILL Transcribe never reads the other program’s text, so:

Example. In an email, choose the Email profile, then say “um thanks for the notes” and pause. “Thanks for the notes.” is typed: the filler is gone and the full stop added.

Profiles and the Dictation style. While a profile other than Standard is on, its own choice about filler words wins over the Dictation style in Dictation Settings: Verbatim keeps fillers even if the style is Clean, and Email, Chat and Coding remove them even if the style is Verbatim. A profile never changes Fix it when I correct myself or polishing. Standard leaves your style exactly as it is.

The settings are stored as windows_dictation_profile and windows_dictation_profile_locked, under the same names as QUILL’s and QUILL Lite’s, in QUILL Transcribe’s own copy of the dictation settings.

Models

A speech model is the part that turns what you say into words. QUILL Transcribe works the moment it is installed: the built-in Moonshine is chosen for you, and it needs nothing downloaded and no internet. Everything in this chapter is optional. Read it when you want fewer mistakes, faster text, Spanish, or a speech company you already pay for.

What you can choose from

Choice Where your speech goes Punctuates by itself Download Listed in Choose Model
Moonshine, built in (the default) Stays on this computer Yes None: about 124 MB, already installed Yes
Whisper, built in Stays on this computer Yes None: about 104 MB, already installed Yes
Windows speech recognition Stays on this computer No: say “comma”, “period” None: part of Windows Yes
A model you download Stays on this computer Yes 141 MB to 1.8 GB, once Yes, marked “not downloaded” until it is
OpenAI, with your own key Sent to OpenAI Yes None Only once an OpenAI key is saved
A speech provider, with your own account Sent to that company Yes None No: choose it in Dictation Settings

Moonshine and Whisper come in the installer and the portable zip, with the part that runs them, so nothing is fetched the first time you dictate.

Choosing a model

Open Choose Model from the Model menu (Ctrl+M). The focus starts in the Models list (Alt+M). Each row says, in this order:

For example: “Moonshine (on this computer; Lightweight; English and Spanish)”, or “Whisper small (on this computer; High accuracy; English and Spanish; not downloaded)”. The built-in Moonshine row says English and Spanish because, in Spanish, the multilingual Whisper does its listening.

About this model (Alt+A) says more about the row you are on: whether your speech leaves the computer, whether it is ready, what its tier means, its languages and size, who publishes it, its licence, and one line on what it is good for. Press Enter, or Use This Model, to choose it. It stays your model until you choose another. A model that is not downloaded is listed so you know it exists; choosing it says it is not downloaded yet and points you to Model Library… (Alt+L), which is also a button in this window.

You can also choose in the Speech engine list in Dictation Settings (Alt+Shift+F6). That list shows the built-in engines, the models you have downloaded (not the ones you have not), OpenAI when a key is saved, and the speech providers you have set up. Both windows change the same setting.

What the tiers mean

The tier says how much work a model is for your computer, in the same words everywhere in QuillVille:

The tiers follow how fast each model ran on real speech. Until October 2026 they followed tests with a synthetic voice, which put both Parakeet models in Balanced and Nemotron in High accuracy.

“Keeps up” means your words arrive soon after you pause. A model that does not keep up still writes everything, only later: you hear the soft working sound once a second while you wait (see What you hear).

The models you can download

All of these run on the processor, so no graphics card is needed, and one would not make them faster. All of them keep your speech on this computer. “Fits a computer with” is the smallest amount of memory the model runs in beside a screen reader.

“Words wrong” is the percentage of words each model got wrong on public-domain audiobooks no model was trained on (see “How we chose: tested on real speech”); lower is better, and a dash means it was not tested there.

Model Languages Download Tier Fits a computer with Words wrong
NVIDIA Parakeet Unified 0.6B English 663 MB Lightweight 8 GB 3.2%
NVIDIA Parakeet TDT 0.6B v3 English and Spanish 670 MB Lightweight 8 GB 3.8%
Moonshine base English 141 MB Lightweight 4 GB 5.9%
Whisper base.en English 161 MB Lightweight 4 GB 5.9%
NVIDIA Nemotron 3.5 ASR Streaming 0.6B English and Spanish 682 MB Balanced 8 GB 5.3%
Whisper base English and Spanish 161 MB Balanced 8 GB 7.4%
Whisper small English and Spanish 375 MB High accuracy 8 GB 4.7%
Whisper medium English and Spanish 946 MB High accuracy 16 GB -
Whisper large-v3-turbo English and Spanish 1.0 GB High accuracy 16 GB -
Whisper large-v3 English and Spanish 1.8 GB High accuracy 16 GB -

A few differences worth knowing:

Models removed in October 2026

Five English-only models were removed on 22 October 2026: Distil-Whisper small.en, Whisper small.en, Distil-Whisper medium.en, Whisper medium.en and Distil-Whisper large-v3. Whisper base.en and every Whisper model without “.en” in its name stay. In our tests with real recordings, NVIDIA Parakeet Unified 0.6B got 3.2 percent of words wrong on the held-out audiobooks, against 3.6 to 6.3 for these five. It also ran faster on one processor thread, in the same or a smaller memory tier.

If one of them was your model:

Which one should I choose?

Start from what matters most to you.

If you are not sure, keep Moonshine and read the recommendation.

The recommendation

Recommended for this computer (Alt+C in Choose Model) is a read-only box. It names the model that suits your computer and your dictation language, and says why: whether it keeps up, about how soon your words appear after you pause, its tier, and how big the download is, or that it is already installed. Set Up QUILL Transcribe has the same line (Alt+P).

The Model Library has four controls for it:

It is only advice. QUILL Transcribe never changes your model by itself, and OpenAI and the speech providers are never recommended. The figures come from our tests with real recordings, on one computer, and the advice says so; yours may differ.

What it recommends depends on memory as well as speed. A model must fit beside your screen reader: up to 600 MB on a computer with 4 GB, and up to 1.6 GB on a computer with 8 GB (it used to be 1 GB). It must also fit in what is free when you ask, less half a gigabyte kept back, so on a busy computer it may name a lighter model than usual. As a guide, this is what it usually suggests:

Computer A balance The quickest response The fewest mistakes
4 GB of memory, 2 cores Moonshine Moonshine Moonshine base
8 GB of memory, 2 cores Parakeet TDT v3 Moonshine Parakeet Unified
8 GB of memory, 4 cores Parakeet Unified Moonshine Parakeet Unified
16 GB of memory, 8 cores Parakeet Unified Moonshine Parakeet Unified
4 GB, 2 cores, dictating in Spanish Whisper Whisper Whisper
8 GB, dictating in Spanish Parakeet TDT v3 Whisper Parakeet TDT v3

On a slower computer, or one with little memory free, it names a lighter model, down to the built-in Moonshine or Whisper.

How we chose: tested on real speech

The advice and the tiers come from a test on 22 October 2026 with recordings of real people, never a synthetic voice. The fairest set is public-domain audiobooks published on LibriVox after every model was trained, so no model can have learned them. Each model heard each recording one phrase at a time, on one processor thread, as it does when you dictate. “Speed per thread” is seconds of computing per second of speech; dictation’s budget is 0.25, a quarter of a core, leaving the rest for your screen reader.

English, percent of words wrong (lower is better):

Model Held-out audiobooks FLEURS Speed per thread Peak memory Decision
NVIDIA Parakeet Unified 0.6B 3.2% 6.3% 0.21 1.2 GB Recommended on 8 GB with four cores
NVIDIA Parakeet TDT 0.6B v3 3.8% 9.0% 0.11 1.1 GB Kept; recommended on 8 GB with two cores
NVIDIA Nemotron 3.5 Streaming 0.6B 5.3% 13.7% 0.37 1.5 GB Kept; streams words while you speak
Moonshine base 5.9% 15.1% 0.05 378 MB Kept; fixed for long phrases
Whisper base.en 5.9% 7.4% 0.13 820 MB Kept; light, good on varied voices
Moonshine tiny (built in) 6.5% 13.2% 0.06 584 MB Kept; the default, and the pick on 4 GB
Whisper tiny (built in) 8.3% 11.7% 0.07 521 MB Kept; built in

The five English-only models removed after this test got 3.6 to 6.3 percent of words wrong on the held-out audiobooks (see “Models removed in October 2026”).

Spanish, percent of words wrong (lower is better):

Model FLEURS Spanish Held-out Spanish audiobooks Speed per thread Peak memory Decision
NVIDIA Parakeet TDT 0.6B v3 4.4% 7.3% 0.12 1.1 GB Recommended on 8 GB
Whisper small 6.0% 7.8% 0.57 1.4 GB Kept; needs two threads
NVIDIA Nemotron 3.5 Streaming 0.6B 6.4% 8.0% 0.50 1.5 GB Kept
Whisper base 12.6% 16.1% 0.18 821 MB Kept; lighter
Whisper tiny (built in) 30.5% 27.0% 0.10 521 MB Kept; built in, the pick on 4 GB

The test ran on one fast laptop, so the apps judge speed against the built-in Moonshine’s speed on your own computer, measured by a two-second check. What it did not settle: how a real 4 GB computer behaves with NVDA or JAWS running, which still needs a person to try. The full record, with every model and set, is the benchmark report in QUILL’s documentation, docs/qa/dictation-real-speech-benchmark-2026-10-22.md.

A worked example

Sam has a laptop with 8 GB of memory and four cores, and dictates emails in English. Moonshine is quick, but Sam would like fewer mistakes.

  1. Sam presses Ctrl+L for the Model Library.
  2. In What matters most (Alt+W), Sam chooses The fewest mistakes. Recommendation (Alt+C) now names NVIDIA Parakeet Unified 0.6B, says it keeps up on this computer, and that it is a 663 MB download.
  3. Sam presses Show Recommended Model (Alt+S), then Download… (Alt+D). A question names the size, the licence and where it will be saved. Sam answers Yes, and carries on working while it downloads.
  4. When it has finished, Sam presses Use for Dictation (Alt+U), or Switch to Recommended Model (Alt+H). From the next phrase Parakeet Unified is the model, and the window’s Model and microphone field says so.
  5. A colleague’s name still comes out wrong, so Sam adds it to My Words and Phrases (Alt+Shift+F10).

If Parakeet Unified turns out to be too slow while other programs are busy, Sam presses Ctrl+M, moves to Moonshine, and presses Enter. A question offers to delete Parakeet Unified to free its space; Sam presses Enter for No, and Parakeet Unified stays downloaded for another day.

The Model Library

Model Library (Ctrl+L, in the Model menu) is the same Speech Models window QUILL and QUILL Lite open from Dictation Settings with Better Accuracy: Speech Models… (Alt+B); that button is in QUILL Transcribe’s Dictation Settings too. It lists every model you can download. For the one you are on:

When you change model, you can free the old one’s space. After you choose another model in Choose Model or the Model Library, and the one you were using is a downloaded model still on this computer, a question titled Delete Old Speech Model asks, for example: “Now using NVIDIA Parakeet Unified 0.6B. Delete Whisper medium to free 946 MB?” It adds that QUILL, QUILL Lite and QUILL Transcribe share its files, so any of them still set to it will need it downloaded again. No is the default, so pressing Enter keeps the files. Yes deletes them, and you hear the model’s name, “deleted”, and the space freed. If it cannot be deleted, you are told that something may still be using it (“Remove it in Speech Models later”: Speech Models is the Model Library’s window). The question is not asked while dictation is running (remove the old model later in the Model Library), or when you move away from a built-in engine.

Every file comes from Hugging Face, is pinned to one exact version, and is checked before it is used. A download that did not finish is never marked ready. Models are saved in %LOCALAPPDATA%\QuillVille\Dictation\models (a portable copy keeps them in its own data\dictation\models folder). That folder is shared with QUILL, QUILL Lite and Quill Inkwell, so you only download a model once. In Safe Mode nothing downloads.

When your model cannot run

If your chosen model is missing or will not load, QUILL Transcribe does not quietly use another one. It says which model could not run and what to do, for example “Whisper small is not on this computer yet. Download it in the Model Library, choose another model, or use the built-in model this time.”

To dictate anyway, choose Use the Built-in Model This Time in the Dictation menu (Ctrl+B). It uses Moonshine for one session and says so. Your chosen model stays your choice, and the next session tries it again.

OpenAI

If you have an OpenAI account, QUILL Transcribe can send your speech to OpenAI to be recognised. It is very accurate and punctuates, and it needs the internet.

  1. Save your OpenAI key. Open Dictation Settings (Alt+Shift+F6), press More Dictation Settings…, and press Add or Change OpenAI Key… (Alt+K). A key you already saved in QUILL’s Use My Own AI Key is used here too. The key is kept in Windows Credential Manager.
  2. OpenAI now appears in Choose Model, as “OpenAI (sends your speech over the internet; many languages)”, and in the Speech engine list. It is never chosen for you.
  3. Choose it. The first time, QUILL Transcribe tells you exactly what is sent and where. No is the default, and with No nothing is sent.

Which OpenAI model listens is chosen in More Dictation Settings: one writes your words as you speak, the other writes each phrase when you pause. OpenAI bills your own account. QUILL’s free AI never carries your speech. Safe Mode refuses OpenAI. While OpenAI has your speech, the window’s state line ends “Speech goes to OpenAI.”

Speech providers: your own account

QUILL Transcribe can also use a speech company you already have an account with. There are twelve: Microsoft Azure AI Speech, Google Cloud Speech-to-Text (Chirp 3), Amazon Transcribe, Deepgram, AssemblyAI, Speechmatics, ElevenLabs Scribe, Gladia, Rev.ai, Groq, Mistral Voxtral and IBM Watson Speech to Text.

To set one up:

  1. Open Dictation Settings (Alt+Shift+F6) and press Speech Providers… (Alt+V). The focus is in the Providers list.
  2. Choose the company. About this provider says what it is and what it needs. Fill in its fields, such as the key, the region or the project: press F1 on a field to hear where to find it in your account.
  3. Press Test Connection (Alt+T). It asks the company whether the account works, and never sends speech. Last result says what happened.
  4. Press Save (Alt+S), then Close. Remove (Alt+M) deletes a provider’s details.
  5. Back in Dictation Settings, choose the company in the Speech engine list, where it is listed as, for example, “Deepgram (your own account; sends your speech to Deepgram)”. You are told exactly what is sent and where. No is the default, and with No nothing is sent. Press OK.

What you should know:

Dictating in Spanish

Dictation understands English, or Spanish (new; commands stay in English for now). Change it in Dictation Settings, with Switch Dictation Language (Ctrl+Shift+F11), or by saying “switch to Spanish” and “cambiar a inglés”.

Limits

Settings

Microphone

Choose Microphone (Ctrl+Shift+M) lists your microphones. The Windows default follows whatever Windows is set to. A named microphone stays chosen even if the default changes.

Too quiet, and it may not hear you at all. If the microphone’s level is set very low, or you speak very softly or far from it, dictation can miss a whole sentence, especially just after something louder. In our tests with very quiet recordings it missed some entirely. Move closer, or raise the level in Windows’ sound settings.

Dictation Settings

Dictation Settings (Alt+Shift+F6, the key QUILL and QUILL Lite use; Ctrl+, still works) is the same window QUILL and QUILL Lite use: language, punctuation, filler words, the dictation style and fixing it when you correct yourself (see Correcting yourself as you talk), how long a pause ends a phrase, what you hear after each phrase, and your dictation word list. Share dictation settings with every QuillVille program (Alt+Q, in More Dictation Settings) decides whether they are shared: when it is checked, what you save here is used by QUILL, QUILL Lite and Quill Inkwell too, and what you save in any of them is used here within a second. See Sharing dictation settings with the family, below. The wake phrase and holding the key to talk work here too, both off until you turn them on (see Holding the key to talk, and Starting with your voice).

More Dictation Settings in that window has Tick while a phrase is being worked on, on by default in QUILL Transcribe (see What you hear). Its Commands group has the Command word (Alt+C; QUILL unless you change it, and empty for none, so only the Command Key gives commands), Commands only after the command word (strict mode) (Alt+E; on in QUILL Transcribe), and Seconds command mode waits for a command (Alt+D; 8, from 5 to 30). A common word, or one of your own words in My Words and Phrases, cannot be the command word, and you are told why.

Sharing dictation settings with the family

When Share dictation settings with every QuillVille program is checked, QUILL, QUILL Lite, QUILL Transcribe and Quill Inkwell use one set of dictation settings.

For example: in QUILL, choose a different model in Dictation Settings and press OK. The next phrase you dictate into Outlook with QUILL Transcribe uses that model.

Your words, the language, and your last phrases

The same keys as QUILL and QUILL Lite

Where QUILL Transcribe has the same dictation command as the editors, it has the same key: Ctrl+F11 starts and stops, Alt+Shift+F6 opens Dictation Settings, Alt+Shift+F10 opens My Words and Phrases, Ctrl+Shift+F11 switches the language, Shift+F11 opens Recent Phrases, F11 is Speak a Command, Shift+F4 is Review Dictation, Alt+F9 is Dictation Status, and Shift+F5 transcribes a recording. The keys from version 1.0 (Ctrl+D, Ctrl+, and Ctrl+O) still work. These work in the QUILL Transcribe window; from other programs, use your start and stop key.

Three of the editors’ dictation commands are not in QUILL Transcribe, because they work on a document and QUILL Transcribe has none: Live Transcript, Dictation Context and Tidy Dictated Text.

If you choose Dictate in Other Programs in QUILL or QUILL Lite while QUILL Transcribe is running, your editor’s dictation settings are handed to QUILL Transcribe.

Keys

There are six keys you can choose, all in the File menu. Only the start and stop key has one to begin with; the others are not set, and nothing is taken from other programs, until you choose them:

Type the key, or leave the box empty for none. If the family already uses the key, you are told which app uses it. If another program has already taken it, Windows says so, but Windows does not say which program, so neither can QUILL Transcribe.

Options

Transcribing a recording

Transcribe a Recording (Shift+F5 in the window, as in QUILL and QUILL Lite; Ctrl+O still works) turns an audio or video file into text with the same models, using the same window as QUILL. Choose the file and the model; it is transcribed in the background while you carry on.

For a recording in Spanish, check Translate into English (Alt+E) and the transcript is written in English instead. It needs a model that translates: the built-in Whisper, or a multilingual Whisper you downloaded (not the ones marked English). With any other model, or for an English recording, the box is unavailable.

When it finishes, you hear how long the recording was and how many words came out. Open Notifications (Ctrl+Shift+N) and press Enter on the transcript to review it. The Review Transcript window shows it read-only, with:

Nothing is typed, copied or saved unless you choose it.

Quill Inkwell and QUILL Transcribe

Quill Inkwell also has Dictate Anywhere. Only one of the two dictates at a time:

The first time QUILL Transcribe runs, it brings over the Dictate Anywhere settings and key you chose in Inkwell. Inkwell’s own settings are not changed.

Dictate Here from Quill Cast and Quill Radio

Quill Cast and Quill Radio have no speech engine of their own. Their Edit > Dictate Here (Ctrl+F11) asks QUILL Transcribe to dictate into the field you are in, such as Cast’s Add Podcast box or Radio’s Search Stations box.

Your words, commands and never-type list all work as usual, because it is QUILL Transcribe doing the dictating. Stop with your start and stop key, or say “stop dictation”.

Dictate Here is on the Edit menu of every copy of Quill Cast and Quill Radio from QUILL Transcribe’s release on 1 November 2026. For example, in Quill Radio press Ctrl+F to search for stations, press Ctrl+F11 in the station name box, say “jazz”, pause, and press Enter.

The other QuillVille apps

QUILL Transcribe is one of the QuillVille family of free apps. The QuillVille menu (Alt+Q) in its window opens the others. Each row has its own letter, so Alt+Q and then one letter opens an app with nothing held down:

If the app is already running it comes to the front. If it is not on your computer yet, QUILL Transcribe offers to download it, and nothing is downloaded until you say yes.

The other apps list QUILL Transcribe in the same way, last on their QuillVille menu: Alt+Q, then T in QUILL, Quill Radio, Quill Weather and Quill Inkwell, and Alt+U, then T in Quill Converter. Its key there is Ctrl+Alt+Shift+F11 (Ctrl+Alt+Shift+F10 in Quill Radio, whose menu does not list Inkwell). The tray menus of Quill Radio, Quill Weather and Quill Inkwell have Open QUILL Transcribe too.

One microphone: QUILL, QUILL Lite and QUILL Transcribe

Only one program listens at a time, so the same words are never written twice. The microphone belongs to whichever of QUILL, QUILL Lite, QUILL Transcribe and Quill Inkwell started dictating first, for as long as it is dictating. QUILL Transcribe waiting in the tray does not hold it, unless the wake phrase is on: then it holds the microphone while it listens for the wake phrase, and lets go whenever QUILL or QUILL Lite comes to the front.

The microphone is let go when dictation stops, when it stops because something went wrong, when the window closes, and when the program exits for any reason.

Where QUILL Transcribe’s own sounds play

QUILL Transcribe makes short sounds of its own, such as the ones that mark dictation starting and stopping. You choose where they play, and you can turn them off.

After you choose, one sound plays on the new device, so you know straight away where it went.

If the device you chose is unplugged or asleep, you still hear every sound, on the system default, and QUILL Transcribe tells you once. When the device comes back, the sounds go back to it by themselves.

This changes QUILL Transcribe only. Your other QUILL apps keep their own choice, unless you have checked “Share these choices with my other Quill apps”, which copies a change here to the others that share. Your screen reader is never moved.

What’s New

What’s New (Ctrl+Shift+F1, on the Help menu) opens QUILL Transcribe’s changelog in your browser: everything that changed, grouped by area. It is on the same key in every standalone QuillVille app. If a build has no changelog, QUILL Transcribe says so instead of doing nothing.

Updates and release channels

Check for Updates (Ctrl+Alt+U, on the Help menu and the tray menu) looks for a newer QUILL Transcribe and offers to download and install it. Nothing is installed unless you say so.

QUILL Transcribe comes in three flavours, and you choose which one your copy follows. They are called release channels.

  1. Open the Help menu, then choose Release Channel… (press Alt+H, then L).
  2. Arrow through Stable, Beta and Dev. The box below tells you what each one means and what choosing it would do. Nothing changes yet.
  3. Press Switch to move, or Close (Escape) to leave things as they are.
  4. For Beta or Dev, a short warning comes first: what could go wrong, how your settings are protected, and how to come back. Read it, check the I understand box, and choose Move to Beta (or Move to Dev). Stay on Stable, or Escape, changes nothing.

Before it moves, QUILL Transcribe saves a copy of your settings and dictation choices. If it cannot, it stays where it is and tells you why. Your recordings and transcripts are not copied, and updates do not change them. Then it checks for updates on the new channel straight away. After that, Check for Updates offers the newest version on your channel.

Beta and Dev versions aren’t signed, so when you install one, Windows SmartScreen may warn that it comes from an unknown publisher; that’s expected, and choosing More info, then Run anyway, installs it.

When other QuillVille apps are installed too. They run on one shared engine on your computer. When an app moves to Beta or Dev, it gets its own copy of that engine, about 335 MB, so the apps you leave on Stable are never touched. It goes away by itself when your last app comes back to Stable.

If an update doesn’t start. After an update, QUILL Transcribe checks that the new version really opens. If it doesn’t open within two minutes, the update undoes itself and puts back the version you had, and the next time QUILL Transcribe starts it tells you so.

Coming back to Stable. Open Release Channel again and choose Stable. If you have a newer Beta or Dev version, QUILL Transcribe first checks that Stable can read your settings; if it can’t yet, it offers to wait for Stable or to put back the copy saved when you joined, and saves a copy of how things are now first, so nothing is thrown away.

Safe Mode

In Safe Mode, QUILL Transcribe does not listen, registers no keys, downloads no models and sends nothing over the internet. The window and tray menu still open so you can look at your settings.

Privacy

Licences and notices

QUILL Transcribe is free and released under the MIT License. It also includes software, data and sounds from other projects, each under its own licence.

To read them, open the Help menu, choose About QUILL Transcribe, and then choose the Licences and Notices button. The list opens as a plain text file, with one heading for each component: what it is, its licence, who holds the copyright and what the licence asks of us. The full licence texts are at the end.

The same file, THIRD-PARTY-NOTICES.txt, and QUILL Transcribe’s own licence, LICENSE.txt, are also in the folder where QUILL Transcribe is installed or unpacked, so you can open them without starting the app.

Keyboard shortcuts

In the QUILL Transcribe window:

Command Key
Start or stop dictation Ctrl+F11 (or Ctrl+D)
Resume Ctrl+R
Resume in this field Ctrl+Shift+R
Discard held words Ctrl+Shift+D
Use the built-in model this time Ctrl+B
Dictation status Alt+F9
Speak a command F11
Review dictation Shift+F4
Recent phrases Shift+F11
Switch dictation language Ctrl+Shift+F11
My words and phrases Alt+Shift+F10
Dictation commands Ctrl+Shift+C
Dictation profile Ctrl+Shift+F
Lock profile Ctrl+Shift+L
Practice dictation Ctrl+Shift+P
Choose model Ctrl+M
Choose microphone Ctrl+Shift+M
Model library Ctrl+L
Dictation settings Alt+Shift+F6 (or Ctrl+,)
Transcribe a recording Shift+F5 (or Ctrl+O)
Notifications Ctrl+Shift+N
Minimize to tray Ctrl+W
Exit Ctrl+Q
User guide Ctrl+F1
Tutorials Ctrl+Alt+F1
Set up QUILL Transcribe Ctrl+Alt+S
What’s new Ctrl+Shift+F1
Check for updates Ctrl+Alt+U
About QUILL Transcribe Ctrl+Alt+I

In the Practice Dictation window, Ctrl+F11 starts or stops dictation in the practice field, and Escape closes it.

From any program, only these: your start and stop key (Alt+Shift+Backslash unless you changed it), and your Command Key, show and hide key, Dictation Status Key, Resume Key and Discard Held Words Key if you chose them.

F1 anywhere in QUILL Transcribe says what the window is for and what the control you are on does.

Getting help

Choose Get Help from Support in the Help menu (Ctrl+Alt+F2), or write to support@community-access.org.