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Voice Learning

Premium Feature

Voice Learning requires a Premium subscription.

Voice Learning teaches Mossie how you write and speak so that AI-generated content sounds like YOU -- not generic AI. Feedback, lesson plans, report cards, and emails all read as if you wrote them yourself.

How It Works

  1. You provide writing samples -- past report cards, emails, feedback, reflections
  2. Mossie analyzes your patterns -- vocabulary, tone, sentence structure, common phrases
  3. A style profile is created from these patterns
  4. All AI-generated content is shaped by your style profile

This is pattern analysis, not traditional machine learning model training. Mossie identifies what makes your writing distinctive and applies those patterns to generated content.

Setting Up Voice Learning

  1. Go to Settings > Voice Learning
  2. Choose how you want to provide samples:
    • Upload writing samples -- Paste or upload text you have written
    • Record voice samples -- Speak naturally so Mossie can learn your verbal style
  3. Provide at least 3 samples for initial analysis
  4. Mossie processes the samples and creates your style profile
  5. Future AI outputs will reflect your style

More Samples, Better Results

Three samples is the minimum. The more you provide, the better Mossie captures your voice. Aim for 5-10 diverse samples for the best results.

Writing Sample Types

You can provide samples in several categories:

Sample Type What to Upload
Feedback Student feedback you have written
Emails Professional emails to parents or colleagues
Report cards Past report card comments
Reflections Teaching reflections or journal entries
Other Any professional writing that represents your voice

What Makes a Good Sample

  • Samples you are proud of -- These represent the voice you want Mossie to learn
  • Diverse contexts -- Different subjects, different students, different purposes
  • Your natural writing -- Not templates you copied from elsewhere
  • Reasonable length -- A paragraph or more gives Mossie enough to work with

What Mossie Extracts

Mossie looks at several dimensions of your writing style:

  • Vocabulary patterns -- Words and phrases you prefer
  • Sentence structure -- Short and direct, or longer and detailed
  • Tone markers -- Warm and encouraging, or balanced and measured
  • Common phrases -- Expressions you use regularly ("I am pleased to see..." or "Keep working on...")
  • Structural preferences -- How you organize feedback, what you lead with, how you close

How It Affects AI Output

Once Voice Learning is active, every AI tool in Mossie applies your style:

  • Lesson Plans -- Introductions and activity descriptions match your tone
  • Feedback -- Comments read like you wrote them
  • Report Cards -- Bulk comments sound consistent with your past writing
  • Parent Communications -- Messages match your professional voice
  • Newsletters -- Class updates feel personal, not template-generated

Managing Your Style Profile

Viewing Your Profile

Go to Settings > Voice Learning to see:

  • Number of samples provided
  • When your profile was last updated
  • Sample categories represented

Adding More Samples

You can add samples at any time. Mossie re-analyzes and updates your profile with each addition.

Deleting Your Profile

You can delete your style profile and all associated samples at any time:

  1. Go to Settings > Voice Learning
  2. Tap Delete Style Profile
  3. Confirm deletion

This removes your style profile and all writing samples permanently. AI outputs will revert to Mossie's default style.

Privacy

Voice Learning is designed with your privacy in mind:

  • Opt-in only -- Voice Learning is never activated without your consent
  • Workspace-isolated -- Your style profile is used only for YOUR outputs, never shared with other users
  • No cross-user sharing -- Your writing patterns are never mixed with anyone else's data
  • Deletable anytime -- Remove your profile and all samples whenever you choose
  • Not used for training -- Your samples are never used to train AI models

Tips

  1. Start with feedback samples -- These tend to be the most distinctive and frequently generated content type
  2. Include variety -- Samples from different subjects and student levels help Mossie understand your range
  3. Update periodically -- If your writing style evolves, add newer samples
  4. Compare before and after -- Generate a piece of feedback before and after setting up Voice Learning to see the difference

See Also