Shengwei-Peng
An Electrical Engineering Graduate Student at National Taiwan University of Science and Technology
National Taiwan University of Science and TechnologyTaipei City, Taiwan
Pinned Repositories
Chinese-Multimodal-Sentiment-Analysis
Chinese-Multimodal-Sentiment-Analysis is an innovative project that integrates advanced deep learning techniques to analyze sentiments in Chinese language data. Utilizing a sophisticated blend of textual, audio, and visual modalities, this project offers a comprehensive approach to understanding and interpreting complex emotional expressions.
CNC-Predictive-Maintenance
A predictive maintenance system for CNC machines using machine learning algorithms to forecast failures and optimize maintenance schedules.
DataDriven-IGBT-Inverter-Modeling
This repository contains the code and dataset for the paper "Data-Driven Modeling of Three-Phase IGBT Two-Level Inverter for Electrical Drives using ANNs". The project employs MATLAB to develop and train Artificial Neural Networks (ANNs) to model a three-phase IGBT two-level inverter for electrical drives.
House-Price-Prediction
AI-based house price prediction. Utilizing machine learning to accurately estimate real estate values based on key influencing factors.
InceptionResNet-SSVEP-BCI
Implementation of InceptionResNet for SSVEP-based Brain-Computer Interface (BCI)
LLM-based-Finance-Agent
An intelligent agent utilizing Large Language Models (LLMs) for automated financial news retrieval and stock price prediction.
Shengwei-Peng
Speech-Emotion-Recognition
A Speech Emotion Recognition project using CREMA, RAVDESS, SAVEE, and TESS datasets. Implements machine learning techniques to classify emotions from speech.
Stock-Price-Prediction
A repository for predicting stock prices using machine learning techniques. Includes data preprocessing, model training, evaluation, and visualization.
UAV-GenerativeAI-Navigation-Images
Generative AI for UAV Navigation in Natural Environments. This project utilizes GAN and Diffusion models to generate realistic images of roads and rivers from UAV perspectives.
Shengwei-Peng's Repositories
Shengwei-Peng/DataDriven-IGBT-Inverter-Modeling
This repository contains the code and dataset for the paper "Data-Driven Modeling of Three-Phase IGBT Two-Level Inverter for Electrical Drives using ANNs". The project employs MATLAB to develop and train Artificial Neural Networks (ANNs) to model a three-phase IGBT two-level inverter for electrical drives.
Shengwei-Peng/Chinese-Multimodal-Sentiment-Analysis
Chinese-Multimodal-Sentiment-Analysis is an innovative project that integrates advanced deep learning techniques to analyze sentiments in Chinese language data. Utilizing a sophisticated blend of textual, audio, and visual modalities, this project offers a comprehensive approach to understanding and interpreting complex emotional expressions.
Shengwei-Peng/LLM-based-Finance-Agent
An intelligent agent utilizing Large Language Models (LLMs) for automated financial news retrieval and stock price prediction.
Shengwei-Peng/UAV-GenerativeAI-Navigation-Images
Generative AI for UAV Navigation in Natural Environments. This project utilizes GAN and Diffusion models to generate realistic images of roads and rivers from UAV perspectives.
Shengwei-Peng/InceptionResNet-SSVEP-BCI
Implementation of InceptionResNet for SSVEP-based Brain-Computer Interface (BCI)
Shengwei-Peng/Speech-Emotion-Recognition
A Speech Emotion Recognition project using CREMA, RAVDESS, SAVEE, and TESS datasets. Implements machine learning techniques to classify emotions from speech.
Shengwei-Peng/Stock-Price-Prediction
A repository for predicting stock prices using machine learning techniques. Includes data preprocessing, model training, evaluation, and visualization.
Shengwei-Peng/CNC-Predictive-Maintenance
A predictive maintenance system for CNC machines using machine learning algorithms to forecast failures and optimize maintenance schedules.
Shengwei-Peng/House-Price-Prediction
AI-based house price prediction. Utilizing machine learning to accurately estimate real estate values based on key influencing factors.
Shengwei-Peng/Shengwei-Peng