Context-Aware Text Styling for Voice Dictation

TL;DR: Context-aware styling automatically adjusts the tone and formatting of your dictated text based on which application is active. Dictate in Slack and get casual text. Dictate in Outlook and get professional text. No manual switching required.

What Is Context-Aware Styling?

Context-aware styling is a feature that detects which application is currently in focus and adjusts the formatting and tone of transcribed speech accordingly. This means the same spoken words can produce different written output depending on whether you are in a messaging app, email client, or code editor. You speak naturally without thinking about formatting, and WisperCode handles the rest.

How It Works

When you trigger dictation, WisperCode checks which application is in the foreground. On macOS, it reads the frontmost application's bundle identifier, a unique string like com.tinyspeck.slackmacgap for Slack or com.microsoft.Outlook for Outlook. On Windows, it reads the active window's process name and title.

Based on configurable rules, WisperCode maps the detected application to a text style: casual, professional, technical, or neutral. The style then adjusts several aspects of the transcribed text:

• Capitalization: Casual styles may leave sentences lowercase. Professional styles apply standard sentence case.
• Punctuation density: Professional text gets full stops at the end of every sentence. Casual text may omit trailing periods, matching how people actually write in chat.
• Sentence structure: Professional styles favor complete, well-formed sentences. Casual styles allow fragments and shorter constructions.
• Formality level: Word choice and phrasing shift to match the context. The same idea can be expressed casually or formally depending on where the text will land.

All of this happens in milliseconds between Whisper finishing transcription and the text being inserted into your application. You do not see the processing. You just see text that fits where it is going.

Style Examples

Here is a concrete demonstration. Imagine you dictate the following:

"hey can you take a look at the pull request I just submitted it fixes the login bug we talked about yesterday"

That same dictation produces different output depending on the active application and its assigned style.

Notice the differences. The casual version keeps everything lowercase and omits the trailing period, matching how most people actually write in Slack. The professional version adds a greeting, uses more formal phrasing ("addresses" instead of "fixes," "discussed" instead of "talked about"), and includes proper capitalization and punctuation. The technical version is terse and action-oriented, stripping out the conversational filler. The neutral version applies standard formatting without adjusting tone.

Default Application Mappings

WisperCode ships with sensible defaults that you can customize at any time.

The browser defaults to neutral because WisperCode cannot know whether you are typing in a web-based chat, an email compose window, or a form field. Neutral is the safest default for ambiguous contexts.

Customizing Your Styles

You are not locked into the defaults. WisperCode lets you tailor application-style mappings to match how you actually work.

Step 1: Open Settings and navigate to the Styling tab.

Step 2: You will see a list of recognized applications with their current style assignments. Click any application to change its style.

Step 3: Select from the available styles: Casual, Professional, Technical, or Neutral. You can also assign a custom style if you have created one.

Step 4: Changes take effect immediately. No restart required.

Additional customization options:

• Set a global default style. This applies to any application that does not have a specific mapping. If you want everything to default to Professional unless you say otherwise, set it here.
• Override per-application. If you use Slack for both casual team chat and formal client communication, you might want to change its mapping depending on the situation. The per-app override lets you set what fits your most common use case.
• Add unmapped applications. If you use an application that WisperCode does not recognize by default, you can manually add it by specifying the bundle identifier (macOS) or process name (Windows) and assigning a style.

Creating Custom Styles

The built-in styles cover the most common scenarios, but your workflow may have specific needs that a generic "professional" or "casual" label does not capture.

WisperCode lets you define custom style profiles. A custom style is a set of formatting rules that you name and assign to any application. Here are examples of when custom styles are useful:

"Client Email" vs "Team Email." You may want a more formal, polished tone for client-facing emails and a slightly relaxed tone for internal team communication. Both would be considered "professional," but the degree of formality differs. Create a "Client Formal" style with stricter punctuation and sentence structure, and a "Team Professional" style that is correct but less stiff.

"Slack DM" vs "Slack Channel." Direct messages to close colleagues tend to be more casual than posts in a public channel. While WisperCode maps at the application level (not per-channel), you can create a style that splits the difference and adjust it based on how you most frequently use the app.

"Documentation" style. If you write a lot of technical documentation, you might want a style that applies consistent formatting patterns: complete sentences, standard capitalization, and clear paragraph structure, but without the conversational warmth of the professional style.

To create a custom style, go to Settings, then Styling, then Manage Styles. Give your style a name, configure its formatting rules, and save. You can then assign it to any application in the mapping list.

When to Disable Context Styling

Context-aware styling is enabled by default, but there are valid reasons to turn it off.

You want maximum fidelity to your spoken words. Some users prefer the raw Whisper transcription without any formatting adjustments. If you have a specific writing voice that you maintain across all applications, style adjustments would work against you rather than for you.

You have a consistent tone everywhere. If you write with the same level of formality in Slack, email, and documents, context switching adds no value. A single, consistent formatting pass is simpler.

The auto-detection picks the wrong context. If you frequently use applications that WisperCode does not recognize or maps incorrectly, you may find yourself correcting the styling more often than it saves you time. In that case, either customize the mappings (preferred) or disable the feature until you have time to configure it properly.

To disable context styling, go to Settings, then Styling, and toggle off Context-Aware Styling. WisperCode will apply your global default style (or no style adjustments at all, if you prefer raw transcription) to every application.

Context Styling and Other Features

Context-aware styling does not work in isolation. It is one step in WisperCode's text processing pipeline. Here is the full processing order:

1. Whisper transcribes your audio into raw text.
2. Filler word removal strips out "um," "uh," "like," "you know," and other verbal fillers. For details on how this works, see the filler word removal guide.
3. Style formatting adjusts tone, capitalization, and punctuation based on the active application. This is the step covered in this guide.
4. Snippet expansion replaces trigger phrases with predefined text blocks.
5. Vocabulary hint casing applies the capitalization from your vocabulary hints to ensure technical terms appear correctly. For more on vocabulary hints, see the vocabulary hints guide.
6. Text is inserted into the active application.

Each step in the pipeline is independent. You can enable or disable filler removal, context styling, and snippet expansion separately. They complement each other but do not depend on each other.

The combination of filler removal and context styling is particularly powerful. You can speak naturally, complete with filler words and imperfect sentence structure, and WisperCode delivers clean, appropriately formatted text. You focus on what you want to say. The app handles how it should look.

Frequently Asked Questions

Does context styling change my words?

It adjusts tone and formatting, not meaning. The core content of what you said remains intact. You will not find words replaced with synonyms or sentences restructured beyond recognition. The adjustments are subtle: capitalization, punctuation placement, minor phrasing shifts for formality, and similar surface-level formatting. If you said "fix the login bug," the professional style might output "Fix the login bug." with a capital F and a period, not "Please address the authentication deficiency."

What if I am in a browser -- how does it know the context?

Browsers receive the neutral default style because WisperCode cannot reliably determine what you are doing inside a browser tab. You might be in Gmail, Slack's web app, a Google Doc, or a random form field. Since the browser's bundle identifier is the same regardless of the website, WisperCode applies neutral formatting as a safe default. You can override this to any style you prefer in Settings. Future updates may add URL-pattern-based detection to distinguish between web applications.

Can I set the same style for all apps?

Yes. Go to Settings, then Styling, and set your Global Default Style to whichever style you prefer. Then either remove individual app mappings or leave context styling disabled. Every application will use the same formatting rules.

Does this work on Windows?

Yes. On Windows, WisperCode uses the active window's process name and title instead of bundle identifiers. The feature works identically from a user perspective. You get the same style mappings, the same customization options, and the same processing pipeline. The only difference is the underlying mechanism for detecting the active application, which is handled internally and does not affect your configuration.

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