{
  "$type": "site.standard.document",
  "description": "Disclosed herein are systems and method for a machine learning (ML) based method for providing driving instructions in a vehicle, including: acquiring parameters from a plurality of vehicle systems, sensors and other external sources of information; analyzing acquired parameters using a trained…",
  "path": "/patents/1389246",
  "publishedAt": "2026-06-11T00:00:00.000Z",
  "site": "at://did:plc:oql6ds5vnff4ugar6rruliwd/site.standard.publication/3mn3ohu7oxx5w",
  "tags": [
    "B60K35/265",
    "Constructor Technology AG"
  ],
  "textContent": "Disclosed herein are systems and method for a machine learning (ML) based method for providing driving instructions in a vehicle, including: acquiring parameters from a plurality of vehicle systems, sensors and other external sources of information; analyzing acquired parameters using a trained driving analysis ML model configured to generate: driving instructions for a driver of the vehicle, and corresponding emotional prosody parameters indicating a level of urgency and/or level of importance of the driving instructions; generating a voice audio recording of the driving instructions; applying to the voice audio recording a trained voice emotionalization ML model configured to modify emotional prosody of the voice audio recording of the driving instructions based on corresponding emotional prosody parameters to generate an emotionalized voice audio recording of the driving instructions; and providing the emotionalized voice audio recording of the driving instructions for audio playback to the driver via a speaker in the vehicle.",
  "title": "AI DRIVING ASSISTANT PROVIDING PERSONALIZED AND EMOTIONALIZED DRIVING INSTRUCTIONS"
}