Processing of speech signals using a microphone array for intelligent robots

被引:3
作者
Hu, I [1 ]
Cheng, CC [1 ]
Liu, WH [1 ]
机构
[1] Natl Chiao Tung Univ, Dept Elect & Control Engn, Hsinchu, Taiwan
关键词
beamforming; beamformer; DOA; microphone array; robot hearing; speech enhancement;
D O I
10.1243/095965105X9461
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
For intelligent robots to interact with people, an efficient human-robot communication interface is very important (e.g. voice command). However, recognizing voice command or speech represents only part of speech communication. The physics of speech signals includes other information, such as speaker direction. Secondly, a basic element of processing the speech signal is recognition at the acoustic level. However, the performance of recognition depends greatly on the reception. In a noisy environment, the success rate can be very poor. As a result, prior to speech recognition, it is important to process the speech signals to extract the needed content while rejecting others (such as background noise). This paper presents a speech purification system for robots to improve the signal-to-noise ratio of reception and an algorithm with a multidirection calibration beamformer.
引用
收藏
页码:133 / 143
页数:11
相关论文
共 50 条
[41]   A New Microphone Array Speech Enhancement Method Based on AR Model [J].
Zhang, Liyan ;
Yin, Fuliang ;
Zhang, Lijun .
LIFE SYSTEM MODELING AND INTELLIGENT COMPUTING, 2010, 6330 :139-+
[42]   An evolutionary algorithm to optimize the microphone array configuration for speech acquisition in vehicles [J].
Ayllon, David ;
Gil-Pita, Roberto ;
Utrilla-Manso, Manuel ;
Rosa-Zurera, Manuel .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2014, 34 :37-44
[43]   A Frequency Domain Approach For Speech Enhancement With Directionality Using Compact Microphone Array [J].
Zhang, Heng ;
Fu, Qiang ;
Yan, Yonghong .
INTERSPEECH 2008: 9TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2008, VOLS 1-5, 2008, :447-450
[44]   Smart Microphone Array Design for Speech Enhancement in Financial VR and AR [J].
Ma, Rui ;
Liu, Guocheng ;
Hao, Qi ;
Wang, Cong .
2017 IEEE SENSORS, 2017, :906-908
[45]   Model-Based Post Filter for Microphone Array Speech Enhancement [J].
Xiong, Yan ;
Chen, Qiang ;
Deng, Shuxia ;
Liang, Sheng ;
Wang, Kailian ;
Zhang, Jun ;
Wang, Jie .
2018 7TH INTERNATIONAL CONFERENCE ON DIGITAL HOME (ICDH 2018), 2018, :82-88
[46]   Robust Feature Combination for Speech Recognition Using Linear Microphone Array in a Car [J].
Obuchi, Yasunari ;
Hataoka, Nobuo .
IN-VEHICLE CORPUS AND SIGNAL PROCESSING FOR DRIVER BEHAVIOR, 2009, :187-+
[47]   Speech Enhancement with Microphone Array Using a Multi Beam Adaptive Noise Suppressor [J].
Stolbov, Mikhail ;
Lavrentyev, Alexander .
SPEECH AND COMPUTER, 2016, 9811 :636-644
[48]   Template-based Spectral Estimation Using Microphone Array for Speech Recognition [J].
Tamura, Satoshi ;
Hishikawa, Eriko ;
Taguchi, Wataru ;
Hayamizu, Satoru .
11TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2010 (INTERSPEECH 2010), VOLS 3 AND 4, 2010, :2050-+
[49]   Speech Separation Algorithm Using Gated Recurrent Network Based on Microphone Array [J].
Zhao, Xiaoyan ;
Zhou, Lin ;
Xie, Yue ;
Tong, Ying ;
Shi, Jingang .
INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2023, 36 (03) :3086-3099
[50]   MWF-based speech dereverberation with a local microphone array and an external microphone [J].
Ali, Randall ;
van Waterschoot, Toon ;
Moonen, Marc .
2019 27TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2019,