A Speech Enhancement Model that employs deep learning techniques to create a model that enhances speech quality in audio. The system reduces background noise, improves clarity, and increases intelligibility. Technologies Used Python Numpy PyTorch Librosa Code Github Training Inference Samples Noisy Speech Predicted Speech Clean/True Speech
A healthcare chatbot that answers queries about diseases, their symptoms, prevention methods, and more. It also cites sources for the information, ensuring users receive reliable and transparent medical insights. Technologies Used Python Selenium Ollama Streamlit Pinecone SentenceTransformer Code Github Design Examples
Image Caption Generator using CNN and LSTM Technologies Used Pytorch Python Spacy Design Training: Last layer of CNN module is removed, and fully connected layer is added that results in the feature vector of size (eg., 256). If batch_size=8, the ouput from cnn module will be of shape (8, 256) For each target word it produces 256 length of embedding by passing through the embedding layer. Here the sentence of max_length=40 is used....
Thompson Sampling is a popular algorithm used to solve the multi-armed bandit problem. It is commonly employed in scenarios where an agent needs to make a sequence of decisions under uncertainty, such as in online advertising, clinical trials, and recommendation systems. The algorithm balances exploration and exploitation to maximize the total reward over time. Technologies Used Python Chart.js FastAPI About This demo provide an efficient and interactive way to make personalized product recommendations based on user interactions....