Exploiting simultaneously masked linear prediction in a WI speech coder

J. Lukasiak, I. Burnett
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引用次数: 6

Abstract

This paper uses a method of incorporating simultaneous masking into the calculation of a linear predictive filter (SMLPC) as the front end to a 2 kbps waveform interpolation (WI) speech coder. A modification to the masking threshold calculation used in SMLPC is proposed. This modification improves the performance of SMLPC in noise like sections by placing greater emphasis on strongly voiced speech. MOS test results reveal that the modified SMLPC improved the perceptual quality of the WI coder. The improvement is significant for female speakers whilst the quality for male speech is virtually unchanged. This result conflicts with previous results reported for SMLPC where only male speech was improved. The change is attributed to the modification of the masking threshold and confirms that adapting the masking threshold according to the pitch of the speech will allow SMLPC to remove more perceptually important information from all input speech than standard LPC.
在WI语音编码器中同时利用掩码线性预测
本文采用了一种将同步掩蔽纳入线性预测滤波器(SMLPC)计算的方法,作为2kbps波形插值(WI)语音编码器的前端。对SMLPC中使用的屏蔽阈值计算方法进行了改进。这种改进提高了SMLPC在噪声部分的性能,更加强调强烈的语音。MOS测试结果表明,改进的SMLPC提高了WI编码器的感知质量。这种改善对女性说话者来说是显著的,而男性说话的质量几乎没有变化。这一结果与之前报道的只有男性语言得到改善的SMLPC结果相冲突。这种变化归因于屏蔽阈值的修改,并确认根据语音的音高调整屏蔽阈值将允许SMLPC从所有输入语音中删除比标准LPC更多感知上重要的信息。
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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