校准,优化,和DSP实现麦克风阵列的语音处理

A. Wang, K. Yao, R. E. Hudson, D. Korompis, F. Lorenzelli, S. Soli, S. Gao
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引用次数: 1

摘要

对于各种音频、电话会议、助听器和语音识别应用,麦克风阵列被认为是在嘈杂环境中提高信噪比的有效方法,从而显著提高语音可理解性或识别。我们提出了一种基于最大能量(ME)浓度准则的新型电子可操纵麦克风阵列,以形成指向所需语音源的聚焦光束,衰减背景噪声并抑制离散空间干扰。介绍了一种基于dsp的麦克风阵列系统的设计与实现。讨论了实现高性能麦克风阵列所需的麦克风测量、校准和优化的细节。给出了阵列性能的计算机模拟和测量结果。
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Calibration, optimization, and DSP implementation of microphone array for speech processing
For various audio, teleconference, hearing aid, and voice recognition applications, a microphone array is known to be an effective method to enhance the SNR in noisy environments resulting in significant improvement of speech intelligibility or recognition. We propose a novel electronically steerable microphone array based on the maximum energy (ME) concentration criterion to form a focused beam toward the desired speech source, attenuating background noises and rejecting discrete spatial interferers. The design and implementation of a prototype DSP-based microphone array system are described. Details on microphone measurement, calibration, and optimization needed to achieve a high performance microphone array are discussed. Computer simulated and measured array performance are presented.
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Real-time MPEG-2 software decoding with a dual-issue RISC processor A chip set for a ray-casting engine An object based data cache with conflict free concurrent access as shared memory for a parallel DSP A 500 MHz, one volt, 16 by 16 bit multiplier for DSP cores A parallel architecture for rapid prototyping of mechatronic algorithms by exploiting implicit fine-grain parallelism
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