A 3-minute tool to track speech fluency, word retrieval, and memory.
Computational linguistics research shows that how we string words together—our vocabulary variety, how often we swap specific nouns for pronouns like "that thing," and whether we repeat ideas—reflects how smoothly our brain's semantic and working-memory networks are firing.
Crucial Context: A single 3-minute voice check cannot diagnose dementia or neurological disease. Just like blood pressure or heart rate variability, speech fluency fluctuates wildly from day to day based on reversible biological factors. Neurologists look for multi-month slopes, never a single afternoon's score.
Select any factors true for you right now. This helps calibrate your interpretation and tags your baseline log so you don't mistake a tired Tuesday for a long-term trend.
Aim for roughly 350 to 500 words (about 3 minutes) of continuous speech. Pick a topic that requires active explanation rather than a rehearsed story you have told dozens of times:
"Walk me through, step-by-step, how you prepare a favorite meal from scratch, or how you prepare and maintain a garden bed across a season."
"Tell me in detail about a trip you took in the last year, or summarize the core arguments of a book or long article you read recently."
"Mentally walk through your home and yard from the front entrance to the back. Describe every specific object, plant, piece of furniture, and tool you pass."
Speak naturally at your own pace. Or paste/type a transcript below.
Being handed raw clinical ratios without context can feel jarring—especially on a day when you are simply tired or stressed. Choose how you want to view today's results (you can switch between both views at any time):
Focuses on what went well in your speech today, interprets any word-finding pauses alongside the sleep/stress modifiers you checked, and highlights practical habits to support brain health.
Displays the unvarnished computational linguistics math: Moving-Average Type-Token Ratio (MATTR), Noun-to-Pronoun Specificity Index, Idea Density, and highlighted Semantic Loops.
Saved sessions live strictly in this browser's localStorage. Repeating this 3-minute check once a month under similar rest conditions lets you observe your personal trendline over time.