The technology is directed to a
system that enhances input(s) received from a device. The
system analyzes the input to extract features such as acoustic properties and expressive parameters. The
system upscales the input based on the extracted features and translates the enhanced audio into text while maintaining the original context and satisfying predetermined language guidelines. The system generates synthesized speech that preserves the context of the original input and presents the synthesized speech via a speaker of the device. The system can process communications containing
hybrid multimodal inputs by identifying the communication mode of each input and extracting contextual features from the multimodal inputs. The system generates a message for communication by translating the extracted contextual features into a predefined communication format and presents the message via the device.