# Enhancement

The resemble-enhance AI model supports voice noise reduction and enhancement, capable of efficiently removing background noise, restoring voice details, and improving voice quality. It includes both noise reduction and enhancement modules, which separate voice signals from noise and enhance voice quality through deep learning algorithms. The model is trained for true HI-FI 44.1kHz voice, delivering high-quality enhanced speech. Users can install it via pip, or customize and train their own model based on provided code. This powerful yet user-friendly solution is the top choice for enhancing voice quality.

LLM Augmented LLMs achieve new capabilities by combining existing base models with more specific models. CALM (Composition to Augment Language Models) introduces cross-attention between models to combine their representations and achieve new capabilities. Its key advantages include: (i) Scaling up LLMs on new tasks by "reusing" existing LLMs with a small amount of additional parameters and data; (ii) Preserving the weights of existing models, therefore retaining their existing capabilities; (iii) Applicability to different domains and settings. Experiments show that augmenting PaLM2-S with smaller models trained on low-resource languages resulted in absolute improvements of up to 13% on tasks such as English translation and arithmetic reasoning in low-resource languages. Similarly, when PaLM2-S was augmented with code-specific models, we saw up to 40% improvement in code generation and interpretation tasks compared to the base model, comparable to fully fine-tuned counterparts.

CreMind GPT Extension is an AI-powered browser extension that provides a range of intelligent features to enhance your browsing experience and workflow efficiency. It can generate summaries, look up dictionary definitions, translate languages, correct grammar, explain code, and automatically compose emails. Suitable for productivity scenarios, it is currently free to use.

LLM Format is an online tool for creating custom templates to enhance ChatGPT's prompt effectiveness. It offers a simple and user-friendly interface that allows users to create their own templates and apply them to ChatGPT's input. By using LLM Format, users can have better control over the generated response content from ChatGPT, thus improving the quality and effectiveness of the interaction. LLM Format also provides example templates to help users get started quickly.

GPT Plus is an expanded suite for enhanced ChatGPT, offering various features and advantages to elevate the web chat experience. It boasts functionalities like automatic translation, customizable shortcuts, and a template engine. Pricing information is available on the official website. GPT Plus primarily aims to improve the ChatGPT user experience and is suitable for any scenario involving web chat functionality.

Pictura, a native Mac application, utilizes AI technology to upscale low-resolution images to an astonishing 4x clarity. It optimizes both ordinary photos and anime images while ensuring privacy security. Import images quickly with the intuitive drag-and-drop feature and effortlessly improve your photos with Pictura's high-resolution enhancement capabilities. Pictura also supports image encryption, safeguarding your photos at all times. Optimized with Mac's neural engine, it's the only photo enhancement tool you'll ever need.

AI Chat Bestie is a ChatGPT UI enhancement tool that offers faster response times, persistent connections, searchable chat history, and always-available chat history. Privacy and reliability are protected via in-browser storage. It supports free use without registration.

Pics Enhancer is a free AI-powered tool that can sharpen and enhance blurry images with a single click without losing quality. It can speed up your photo processing workflow, restore the clarity of old photos, improve the quality of product photos, make selfies more beautiful, and enhance the quality of anime posters. Whether it's repairing old photos, beautifying selfies, improving product photo quality, or enhancing anime poster quality, Pics Enhancer can help you achieve it.