DCS-HCI NLP Suite
The DCS-HCI NLP Suite is an integrated platform designed to support Natural Language Processing tools for local African languages, with a current focus on Akan. The system provides modular capabilities including advanced Text-to-Speech (TTS), intelligent spell checking, and TTS model evaluation workflows. It features a FastAPI backend for scalable API delivery, model orchestration, and diagnostics, and a Vue.js frontend for interactive use. Key features include multi-speaker TTS with adjustable speech rate, dynamic model loading, and MOS-based evaluation with reference audio comparison. The spell-checking module offers word- and sentence-level correction using multiple models, tightly integrated with the TTS pipeline for seamless synthesis. All outputs are versioned and stored for traceable evaluation and reproducibility.
Jun 15, 2025
Machine Learning Laboratory
The project focuses on enhancing research capabilities in machine learning and computer vision, specifically for students and researchers. The project involves developing and managing a platform that supports the creation, storage, and sharing of machine learning models and datasets. Key components include a Python FastAPI backend for RESTful APIs , a custom GitLab server for secure, version-controlled model storage, Docker containers for environment managment and a Nextjs frontend for a user- friendly interface with secure authentication to improve data integrity, and enhance the overall user experience.
Oct 26, 2024
Web3 Wine Marketplace
The WiV NFT Marketplace is a blockchain-based platform designed to revolutionize wine asset trading and investment by utilizing non-fungible tokens (NFTs). The platform allows wine assets to be securely digitized, transparently tracked, and traded without intermediaries, enhancing the efficiency and security of the wine market. The project integrates blockchain technology, smart contracts, and a robust web infrastructure to facilitate these processes. It aims to streamline wine trading, making it more accessible and trustworthy through the use of cutting-edge technology.
Oct 26, 2022