Abstract
A human is able to exchange information smoothly using voice under different situations such as a noisy environment in a crowd and with the existence of multiple speakers. We are able to detect the position of a source sound in three-dimensional space, extract a particular sound from mixed sounds, and recognize who is talking. By realizing this mechanism with a computer, new applications will be presented for recording a sound with high quality by reducing noise, presenting a clarified sound, and realizing microphone-free speech recognition by extracting particular sounds. The paper will introduce real-time detection and identification of a particular speaker in a noisy environment using a microphone array based on the location of a speaker and the individual voice characteristics. The study will be applied to develop an adaptive auditory system for a mobile robot which collaborates with a factory worker.
Original language | English |
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Pages (from-to) | 78-86 |
Number of pages | 9 |
Journal | Electrical Engineering in Japan (English translation of Denki Gakkai Ronbunshi) |
Volume | 162 |
Issue number | 3 |
DOIs | |
Publication status | Published - 2008 Feb 1 |
Externally published | Yes |
Keywords
- Cepstrum
- Microphone array
- Noisy environment
- Sound localization
- Speaker identification
ASJC Scopus subject areas
- Energy Engineering and Power Technology
- Electrical and Electronic Engineering