Voice Based

Voice-based interfaces are revolutionizing human-computer interaction, aiming to create more natural and intuitive communication with machines across diverse applications, from surgical robots to smart home devices. Current research emphasizes improving accuracy and efficiency of speech recognition and natural language understanding, often employing deep learning models like large language models (LLMs) and convolutional neural networks (CNNs) within various pipeline architectures (e.g., direct voice-to-function mapping, STT+LLM). This field is significant for its potential to enhance accessibility for individuals with disabilities, improve efficiency in various professional settings, and create more engaging and user-friendly experiences across numerous technological domains.

Papers