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France Université Numerique

Binaural Hearing for Robots

via France Université Numerique

Overview

Description

Robots have gradually moved from factory floors to populated areas. Therefore, there is a crucial need to endow robots with perceptual and interaction skills enabling them to communicate with people in the most natural way. With auditory signals distinctively characterizing physical environments and speech being the most effective means of communication among people, robots must be able to fully extract the rich auditory information from their environment.

This course will address fundamental issues in robot hearing; it will describe methodologies requiring two or more microphones embedded into a robot head, thus enabling sound-source localization, sound-source separation, and fusion of auditory and visual information.

Syllabus

Plan de cours

  • Week 1: Introduction to Robot Hearing
  • Week 2 : Methodological Foundations
  • Week 3 : Sound-Source Localization
  • Week 4 : Machine Learning and Binaural Hearing
  • Week 5 : Fusion of Audio and Vision

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