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Multi-Channel Speech Coding Combining Spatial Information and Speex Codec

机译:多通道语音编码组合空间信息和Speex编解码器

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摘要

Multi-channel speech coding is an indispensable technology in the field of multi-input multi-output (MIMO) speech interaction. With the development of microphone array signal processing technology, the multi-channel speech coding has been paid more attention. In this paper, a multi-channel speech coding method is proposed based on linear microphone array, which combines the advantages of source speech codec and spatial information of microphone array. At the encoder, the open source Speex encoder is employed to encode speech signal from reference channel. The Inter-Channel Level Difference (ICLD) and Inter-Channel Time Difference (ICTD) are used as the spatial information of speech source and coded together. Considering the auditory characteristics of the human, the ICLD and ICTD are extracted in each sub-band divided by the Gammatone filter. At the decoder, the decoded speech signal of reference channel and the decoded ICLD and ICTD are used to reconstruct speech signals of all channels. The reconstructed speech based on this approach show a higher perceptual quality than the classical methods according to objective evaluation scores. Moreover, the experimental results confirmed that the proposed method can reduce bit rates while preserving speech quality and spatial information as much as possible.
机译:多通道语音编码是多输入多输出(MIMO)语音交互领域的不可或缺的技术。随着麦克风阵列信号处理技术的发展,多声道语音编码已经得到更多关注。本文基于线性麦克风阵列提出了一种多通道语音编码方法,其结合了源语音编解码器的优点和麦克风阵列的空间信息。在编码器处,采用开源SPEEX编码器来从参考通道编码语音信号。通道间电平差(ICLD)和信道间时间差(ICTD)用作语音源的空间信息并编码在一起。考虑到人的听觉特性,在每个子带中除以γ滤器过滤器的每个子带中提取了ICLD和ICTD。在解码器处,参考通道的解码语音信号和解码的ICLD和ICTD用于重建所有信道的语音信号。基于该方法的重建语音显示了根据客观评估分数的经典方法的感知质量较高。此外,实验结果证实,所提出的方法可以减少比特率,同时尽可能地保持语音质量和空间信息。

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