case study

BaoNoi

Client

CodeLink

industry

services

Custom Software Development

AI ML

Overview

Bao Noi is a mobile app that compiles news articles, converts them to speech, and allows users to listen to them. The app also provides summaries of hot news and recommends top news of the day to users.

Team Model

  • Front-end Developer
  • Back-end Developer
  • Machine Learning Lead
  • Quality Assurance Engineer
  • Product Designer
  • Product Owner
  • Dev Ops Engineer
  • Technology

    Text to Speech & Speech to Text

    Text Summarization

    Doc2Vec

    Recommender System

    NextJS

    Flutter

    NestJS

    Python Flask

    Platform

  • Web, iOS & Android
  • Challenge

    How can we assist Vietnamese users in listening to a broad range of written news articles while on the go?

    Request

    CodeLink identified a gap in the market for voice-read news articles curated from all of the main Vietnamese news outlets. They wanted to apply their proprietary text-to-speech and speech-to-text AI model to solve this problem. To achieve this goal, CodeLink tasked their internal teams with building a mobile application that aggregates news from the top Vietnamese publishers and lets users listen to the curated articles.

    Engagement Model

    The CodeLink internal team worked as a fully autonomous team to design and build out the Web application, iOS, and Android mobile applications.

    Engagement Length and Scale

    The initial web release of the platform took 3 months, with the mobile applications developed over 6 weeks.

    Project Outcome

    The team conducted research and evaluation of various Spectrogram models like Tacotron2 and FastPitch, as well as different Vocoder models like HifiGan. They then built a dataset of 10 hours of audio and used speech-to-text for auto annotation and fine-tuning with human supervision to label 10 hours of audio. After training the model from scratch using the home-grown dataset, the team deployed the inference cluster onto GCP and optimized it to save costs. Bao Noi is now fully released and available on iOS, Android, and the web, providing users with a seamless listening experience.

    image-1image-2

    Tags

    Autonomous Team

    Artificial Intelligence

    Machine Learning

    Product Design

    Product Development

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