A real-time speech recognition architecture for a multi-channel interactive voice response system

Agus Trihandoyo, A. Belloum, K. Hou
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引用次数: 15

Abstract

Achieving reliable implementation of a real-time speaker independent speech recognizer through the telephone network is a challenging research problem. Besides requiring the selection of a suitable algorithm, which takes into account both real-time and accuracy constrains, it requires also adequate hardware architecture and optimized software. This paper presents a dedicated multiprocessor DSP architecture for telecom applications. Based on ADSP-21060 SHARC DSPs, it is the kernel of a digital interactive voice response (IVR) system that is connected to a digital switch through the primary CCITT standard time division multiplexing line of 2.048 Mbps. We attempt to show how a multi-DSP based hardware can be designed for a specific problem in telecommunication, along with the implementation of automatic speech recognition (ASR) to the digital IVR system.
一种多通道交互式语音响应系统的实时语音识别体系结构
如何通过电话网络可靠地实现与说话人无关的实时语音识别器是一个具有挑战性的研究问题。除了要求选择合适的算法,同时考虑实时性和精度的约束外,还需要适当的硬件架构和优化的软件。本文提出了一种电信应用专用的多处理器DSP体系结构。它是基于ADSP-21060 SHARC dsp的数字交互式语音应答(IVR)系统的核心,通过2.048 Mbps的CCITT主标准时分复用线与数字交换机相连。我们试图展示如何为电信中的特定问题设计基于多dsp的硬件,以及对数字IVR系统的自动语音识别(ASR)的实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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