# Emotion Recognition

Lingxi Pro is an intelligent mental health platform that combines multimodal emotion recognition technology to identify and analyze users' emotional states in real-time and provide personalized mental health intervention recommendations. Its main advantages include supporting multiple input methods (such as voice, text, and images) and intelligently matching suitable psychological counselors to provide professional psychological services.

R1-Omni is an innovative multimodal emotion recognition model that enhances model reasoning and generalization capabilities through reinforcement learning. Developed based on HumanOmni-0.5B, it focuses on emotion recognition tasks and can perform emotion analysis using visual and audio modal information. Its main advantages include strong reasoning capabilities, significantly improved emotion recognition performance, and excellent performance on out-of-distribution data. This model is suitable for scenarios requiring multimodal understanding, such as sentiment analysis and intelligent customer service, and has significant research and application value.

Pearl is a smart journaling app designed to simplify the journaling process through technology, enabling users to easily record and reflect on their daily lives. By recognizing users' emotions and needs, it helps them organize their thoughts, worries, and to-do lists. Pearl was founded by Emily and Lele, who discovered during the pandemic that journaling could aid people in better reflecting on and enjoying life. The main advantage of Pearl is that it makes reflection enjoyable and effortless, catering to the fast-paced modern lifestyle. The product is currently in its early stage, offering a free trial.

FaceTune.ai is an intelligent application that combines facial emotion recognition technology with personalized music experiences. By analyzing users' facial expressions in real-time, it generates or recommends music that corresponds to their emotions, providing an immersive musical experience. The product is under development and includes features such as facial emotion recognition, gamification elements, personalized music experiences, and music API integration, all aimed at enhancing users' enjoyment of music through technology.

FunAudioLLM is a framework aimed at enhancing natural voice interaction between humans and Large Language Models (LLMs). It comprises two innovative models: SenseVoice, responsible for high-precision multi-lingual speech recognition, emotion recognition, and audio event detection; and CosyVoice, responsible for natural voice generation, supporting multi-lingual, timbre, and emotion control. SenseVoice supports over 50 languages with extremely low latency; CosyVoice excels in multi-lingual voice generation, zero-shot context generation, cross-lingual voice cloning, and instruction following capabilities. Relevant models are open-sourced on Modelscope and Huggingface, and corresponding training, inference, and fine-tuning codes are released on GitHub.

Hume AI's Empathetic Voice Interface (EVI) is an API driven by an Empathetic Large Language Model (eLLM), capable of understanding and simulating voice tone, word stress, and more to optimize human-computer interaction. Based on over a decade of research, millions of patent data points, and more than 30 published papers in leading journals, EVI aims to provide any application with a more natural and empathetic voice interface, making interactions with AI more human-like. The technology can be widely applied in fields such as sales/conference analysis, health and wellness, AI research services, and social networking.

InsightFace is a 2D and 3D facial analysis solution that provides advanced facial recognition, emotion recognition, and facial attribute analysis capabilities. Its advantages include high accuracy, fast processing speed, and support for large-scale facial data. For pricing and positioning information about InsightFace, please visit the official website.

Tuliaa aims to empower users to take control of their emotional health and achieve higher self-awareness. Through emotion recognition tools, a 1000+ emotion dictionary, AI-powered chat, and guided RAIN exercises, users can identify, reflect on, and define their emotions.