WCWS Voice: Free AI Dictation for Mac With Local Whisper, Deepgram Streaming
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WCWS Voice: Free AI Dictation for Mac With Local Whisper, Deepgram Streaming

May 5, 20266 min read0 comments

Introduction: Your Keyboard Has Been Working OvertimeThere is a particular kind of modern exhaustion that comes from typing the same thought three different way...

There's a frustrating gap in the Mac experience that most people just learn to live with. You want to speak and have your words appear in your email, your notes, your code editor, your chat app and you want it to work reliably, quickly, and without sending your private words to a server you don't control. Apple's built-in dictation is fine for short bursts. But if you're a writer, a developer, someone who thinks faster than they type, or someone who simply wants their hands free, "fine for short bursts" isn't enough.

WCWS Voice is a free Mac application built to close that gap. Developed by Sohaib Khan, it runs entirely on Apple Silicon and takes full advantage of the hardware you already own. No subscription. No cloud account required. No audio uploaded anywhere unless you choose otherwise. Just speak and your words appear, wherever your cursor is.


How It Works in Plain English

Open WCWS Voice and a small glowing orb appears in the corner of your screen. That's your command center. It floats above everything else above your browser, your editor, your email client always visible, never in the way.

When you're ready to dictate, press a global keyboard shortcut: Command + Shift + Space. The orb turns red. That means it's listening. Speak naturally. When you're done, release the keys. Within seconds, your words appear in whatever app you were using as if you'd typed them yourself.

No copy-pasting. No switching windows. No clicking into a text box and then clicking somewhere else to paste. Your words go directly into your focused app, exactly where your cursor sits. A chat message, a document paragraph, a search bar it doesn't matter. WCWS Voice types for you.

That's the core of it. But there's more going on under the hood that makes it genuinely useful.


A Floating Orb That Shows You What's Happening

Most dictation tools make you guess. Is it recording? Did it hear me? Is it still processing?

WCWS Voice shows you. The orb changes color to reflect what it's doing:

  • Red — it's recording, listening to you speak

  • Blue — it's processing your audio

  • Green — done, text injected successfully

As you speak, words begin appearing inside the orb itself a live preview updating in near real-time as you talk. You can see your speech being transcribed before you've even finished your sentence. By the time you release the hotkey, the app has already done most of the work. The result lands in your app almost instantly.


Works Offline. Completely Free to Use.

WCWS Voice ships with a built-in speech recognition engine that runs 100% locally on your Mac. No internet connection required. No usage limits. No API key needed to get started.

This matters for more than just privacy. It means WCWS Voice works on an airplane, in a coffee shop with spotty Wi-Fi, or anywhere else you use your Mac. Your dictation doesn't depend on a server being up, a rate limit not being hit, or a third-party service staying in business.

The local engine is Metal-accelerated meaning it uses the same Apple Silicon neural processing capabilities that power everything fast on your Mac. It's optimized for Apple M1, M2, M3, and M4 chips. The speed shows.


Smart Cleanup, Not Just Transcription

Raw speech-to-text can be messy. Filler words, awkward sentence structures, punctuation that needs fixing anyone who's used a basic transcription tool knows the cleanup burden.

WCWS Voice includes an optional AI refinement layer. After transcription, it can pass your text through an AI model that cleans up grammar, improves sentence flow, fixes formatting, and makes the output read like something you'd actually want to send. Think of it as a quiet editor sitting between your mouth and your cursor.

This is opt-in, not mandatory. If you want raw, faithful transcription you get it. If you want polished, ready-to-send output that's available too. You choose per-use or set a default.


Goes Everywhere Your Cursor Goes

This is where WCWS Voice separates itself from dictation tools that only work inside a specific app.

Because WCWS Voice injects text at the system level — the same way a keyboard types — it works in any Mac application. Slack. Notion. VS Code. Xcode. Safari. Gmail in a browser tab. A terminal window. A custom internal tool. If you can type there, WCWS Voice can type there.

You never have to leave your app. You never have to copy from a dictation window and paste somewhere else. The workflow is: focus on where you want to write, press the hotkey, speak, release. Done.


Keeps a History of Everything

Every dictation session is logged privately on your Mac. WCWS Voice maintains a local history of your transcriptions — so if something got cut off, if you want to reuse something you said earlier, or if you're just curious what you dictated last Tuesday, it's there.

No cloud sync. Your history lives on your machine, in a local database, under your control.


Built for People Who Actually Use Their Mac

WCWS Voice isn't a proof-of-concept or a weekend experiment. It's a polished application designed with the kind of care you'd expect from software you actually rely on.

The onboarding takes about thirty seconds. A three-step setup wizard walks you through granting microphone access and accessibility permissions — the only two permissions the app needs. After that, it lives quietly in your system tray, ready when you are, invisible when you're not.

The system tray gives you access to settings, your history, and the ability to quit. The orb gives you real-time feedback. Everything else gets out of your way.


Who Is It For?

WCWS Voice is for anyone who writes on a Mac and wants to move faster without sacrificing quality.

Writers who want to draft by speaking and refine later. Developers who want to describe a function or write a comment without breaking their keyboard flow. People who experience repetitive strain and want to rest their hands. Remote workers sending dozens of messages a day. Students taking notes. Managers responding to emails. Anyone who's ever thought I can say this faster than I can type it.

If you own an Apple Silicon Mac, the software is free. There's no catch. Download it, run through the thirty-second setup, and start dictating.


Download WCWS Voice

WCWS Voice is free and built exclusively for Apple Silicon Macs. It requires macOS with an M-series chip — M1, M2, M3, or M4.

No subscription. No account. No cloud required. Just your voice, and wherever you want your words to go.

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