Elderly-Friendly PWA

Real Time Transcription

Kakiokoshi (書き起こし) is a real-time speech-to-text Progressive Web App crafted for elderly users and individuals with hearing difficulties. Featuring speaker identification, voice filtering and a 90-day history reader.

Runs on any modern smartphone, tablet, or PC browser. Zero installation required.

Live Diarization
Tap-to-Mute Voices
Real Time Transcription

Empowering seamless, stress-free spoken communication

What is Kakiokoshi?

Family dinners, doctor visits, and group conversations often become exhausting when hearing loss makes it hard to distinguish voices from background noise. Kakiokoshi transforms live audio into instant, high-contrast visual speech with smart speaker separation.

Real-Time Speaker Diarization

Distinguishes between multiple speakers automatically, assigning color-coded visual bubbles so you always know who is speaking.

Tap-to-Mute Distractions

Distracted by background TV or side chatter? Simply tap that speaker's bubble three times in a row to instantly hide and silence their dialogue.

Voice Fingerprint Technology

Registers a quick voice acoustic profile (pitch & ONNX neural model) to automatically recognize and highlight your voice.

Senior-Friendly Ergonomics

Ultra-large customizable typography, high contrast, and hold-to-confirm buttons designed to prevent accidental presses.

End-to-End Speech Pipeline

How the Live Engine Operates

16kHz PCM audio flows via an encrypted WebSocket gateway to the neural AI engine for real-time diarization, rendered live and archived securely for 90 days.

1
Audio Capture16kHz linear16 PCM
2
Live DiarizationSpeaker Identification
3
Encrypted Archive90-Day Retention

Visual Walkthrough

Frontend Usage Manual

Simple, intuitive, and designed for touch mobile screens

01

Sign In & Voice Fingerprint

Sign in securely with email/password. For the App to recognize your voice during conversations, you can easily register your voice fingerprint by pressing and holding the fingerprint icon for three seconds, then follow the instructions in the dialog that appears.

💡 About Voice Fingerprint

Reading a simple test sentence registers your acoustic pitch so the app highlights your own words as 'Speaker 0'.

Login and Voice Fingerprint screen
Installation Guide

What is a PWA & How to Install on Your Phone

A Progressive Web App (PWA) is an application that you install directly from your mobile browser without using an app store. Once added to your phone's home screen, it opens full-screen with its own icon and works just like a regular native app.

✓ No App Store or Google Play account required • Fast & lightweight • Opens in full screen

Android

Chrome, Samsung Internet, Edge
  1. 1

    Open kakiokoshi-app.yaluba.org in your phone browser.

  2. 2

    Tap the menu icon (⋮) at the top-right corner.

    ⋮ Menu
  3. 3

    Tap 'Install app' or 'Add to Home screen'.

    ➕ "Add to Home screen"
https://kakiokoshi-app.yaluba.org⋮
📲Android
TAP

iPhone / iPad

Apple Safari
  1. 1

    Open kakiokoshi-app.yaluba.org in the Safari browser.

  2. 2

    Tap the Share button (square with arrow pointing up ↑) at the bottom.

    Share
  3. 3

    Scroll down and tap 'Add to Home Screen', then tap 'Add'.

    ➕ "Add to Home Screen"
‹›📖□
⊞iPhone / iPad
TAP
Optional

PWA Installation is Completely Optional

Installing the app is optional. Kakiokoshi is also directly available in your phone's web browser without installing anything by visiting https://kakiokoshi-app.yaluba.org

Installing the PWA simply makes it faster and easier to access the Kakiokoshi service if you use it often, launching directly from your home screen in full screen.

Open in Browser
Companion Web App

Dedicated History Reader Web UI

Review past conversations for the last 90 days from anywhere

Never lose an important conversation. Kakiokoshi includes a companion History Reader web application designed for users, family members, and caregivers. Only text is stored, no audio is retained.

History Reader90-Day Secure ArchiveSessions (14)Search conversations...Doctor ConsultationToday, 14:30Family LunchYesterday, 13:15Pharmacy Inquiry3 days ago90-Day Retention ProtectedDoctor ConsultationToday, 14:30 • ENShow MutedExport .txtSpeaker 1 (Doctor)14:30:15"Please take the morning prescription with a full glass of water."Speaker 2 (You)14:30:42"Understood, doctor. Is it better before or after breakfast?"Filtered: Background television noise detected and hiddenRESTORESpeaker 1 (Doctor)“Taking it right after breakfast within 30 minutes is ideal.”Encrypted Cloud Storage • Retained for 90 Days
✓

90-Day Conversation Archive

Transcripts are securely encrypted and retained for 90 days in the cloud.

✓

Speaker Timeline & Recovery

Browse dialogues by date and time. Inspect or reveal muted/hidden speech segments that were filtered out during live recording.

✓

1-Click Text Export

Export complete conversation sessions into clean text files (.txt) for doctor appointments, notes, or family archives.

✓

Caregiver & Admin Oversight

Role-based security allows trusted family members or clinicians to access session transcripts when authorized.

Access By Invitation Only
Curated trial access for genuine accessibility & hearing needs

Access By Invitation Only

Kakiokoshi uses advanced live AI speech processing that runs on dedicated low-latency cloud infrastructure with per-use costs. To guarantee uninterrupted service quality, public registration is currently restricted.

If you or a family member would benefit from Kakiokoshi for hearing assistance, please send us an email. We will review your request and provide access credentials.

Contact email address:
kakiokoshi@yaluba.com
Subject: Kakiokoshi Trial Access Request
Name: Intended use case or accessibility need (e.g. family conversations, elderly hearing assistance): Any questions:
Send Request Email
kakiokoshi (書き起こし)

Kakiokoshi (書き起こし) is an open-source initiative.

Code is released under the MIT License. No copyright.