ToneBridge

Whisper SST + MFA visualize Korean learners’ intonation and pronunciation with instant feedback.

AI pronunciation-learning tool driven by speech intonation

Tell us about your project

Features

Key features

The core capabilities we built for this project.

01 · Feature

Whisper SST

Speech recognition + forced text alignment

02 · Feature

MFA Speech Analysis

Phoneme-level matching with Montreal Forced Aligner

03 · Feature

FastAPI Backend

Audio upload → analysis → feedback-chart response

04 · Feature

Docker AI Server

Automated model serving and version management

Stack

Tech stack

STACK

React · FastAPI

Whisper · MFA

STATUS

Live

HSADASH

An integrated marketing AI platform for the advertising industry. Product photo → automatic background compositing → product-page editing, all in one line.

Robot Lawyer

RAG distills complex legal research into instant answers that cite case law and statutes.

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