Title :
Development of sound source estimation techniques using binaural sound — Creation of self-organizing maps by real-time data
Author :
Fujimura, Kikuo ; Nishioka, Ken ; Nakanishi, Isao ; Shigang Li
Author_Institution :
Dept. of Inforamtion & Electron., Tottori Univ., Tottori, Japan
Abstract :
We are developing a technology to detect the orientation of the sound source, distance and type using the binaural acoustic signal using a microphone at least two. This has a long study of binaural sound, a period in the 1970s was a hot topic. At that time, it was only a simple analog signal processing circuit, there was a disadvantage of not being able to correspond only to the ideal model. Therefore, it is difficult to extract information such as the orientation with high accuracy from the signal obtained in a real environment, including the reflected sound. In this paper we report that actually sound collection from vehicles traveling in the binaural acoustic signal, we have succeeded in creating a self-organizing map for determining the type of vehicle using the data.
Keywords :
acoustic generators; acoustic radiators; acoustic signal processing; microphones; real-time systems; analog signal processing circuit; binaural acoustic signal; binaural sound; microphone; real environment; real-time data; self-organizing maps; sound source estimation; vehicle type; Acoustics; Animals; Estimation; Microphones; Noise; Self-organizing feature maps; Vehicles;
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS), 2014 Joint 7th International Conference on and Advanced Intelligent Systems (ISIS), 15th International Symposium on
DOI :
10.1109/SCIS-ISIS.2014.7044724