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Low-power audio input enhancements for portable devices.

机译:用于便携式设备的低功率音频输入增强功能。

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摘要

With the development of VLSI and wireless communication technology, portable devices such as personal digital assistants (PDAs), pocket PCs, and mobile phones have gained a lot of popularity. Many such devices incorporate a speech recognition engine, enabling users to interact with the devices using voice-driven commands and text-to-speech synthesis.; The power consumption of DSP microprocessors has been consistently decreasing by half about every 18 months, following Gene's law. The capacity of signal processing, however, is still significantly constrained by the limited power budget of these portable devices. In addition, analog-to-digital (A/D) converters can also limit the signal processing of portable devices. Many systems require very high-resolution and high-performance A/D converters, which often consume a large fraction of the limited power budget of portable devices.; The proposed research develops a low-power audio signal enhancement system that combines programmable analog signal processing and traditional digital signal processing. By utilizing analog signal processing based on floating-gate transistor technology, the power consumption of the overall system as well as the complexity of the A/D converters can be reduced significantly. The system can be used as a front end of portable devices in which enhancement of audio signal quality plays a critical role in automatic speech recognition systems on portable devices. The proposed system performs background audio noise suppression in a continuous-time domain using analog computing elements and acoustic echo cancellation in a discrete-time domain using an FPGA.
机译:随着VLSI和无线通信技术的发展,诸如个人数字助理(PDA),袖珍PC和移动电话之类的便携式设备已变得越来越流行。许多这样的设备都集成了语音识别引擎,使用户能够使用语音驱动的命令和文本到语音合成与设备进行交互。根据吉恩定律,DSP微处理器的功耗每18个月一直持续减少一半。然而,这些便携式设备的有限功率预算仍然极大地限制了信号处理的能力。此外,模数(A / D)转换器还可能限制便携式设备的信号处理。许多系统需要非常高分辨率和高性能的A / D转换器,这通常消耗便携式设备有限的功率预算的很大一部分。拟议的研究开发了一种低功耗音频信号增强系统,该系统将可编程模拟信号处理与传统数字信号处理相结合。通过利用基于浮栅晶体管技术的模拟信号处理,可以显着降低整个系统的功耗以及A / D转换器的复杂性。该系统可用作便携式设备的前端,其中音频信号质量的增强在便携式设备上的自动语音识别系统中起着至关重要的作用。所提出的系统使用模拟计算元件在连续时域中执行背景音频噪声抑制,并使用FPGA在离散时域中执行声学回声消除。

著录项

  • 作者

    Yoo, Heejong.;

  • 作者单位

    Georgia Institute of Technology.;

  • 授予单位 Georgia Institute of Technology.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2005
  • 页码 135 p.
  • 总页数 135
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

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