基于紧小帧包的电话频段语音编码时频表示方法

IF 2.4 3区 计算机科学 Q2 ACOUSTICS Speech Communication Pub Date : 2023-07-01 DOI:10.1016/j.specom.2023.102954
Souhir Bousselmi, Kaïs Ouni
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引用次数: 0

摘要

为了提高电话频段语音编码的质量和可理解性,提出了一种基于紧小帧包变换的时频表示方法。在语音编码的背景下,这种表示的有效性源于其对量化噪声的弹性和重建的稳定性。根据人耳的关键波段进行子波段分解,具有较好的时频定位能力。采用动态位分配和归一化小帧系数的最优量化方法获得编码信号。将该方法的性能与临界采样小波包变换进行了比较。大量的仿真结果表明,采用严格小波包变换的语音编码方案比基于严格采样小波包变换的语音编码方案性能更好。此外,它确保了高比特率的降低,而语音质量的退化可以忽略不计。该编码器在客观测量和主观评价(包括正式的听力测试)方面优于标准电话频段语音编码器。我们编解码器在4kbps下的主观质量几乎与参考G.711编解码器在64kbps下的工作质量相同。
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A new time–frequency representation based on the tight framelet packet for telephone-band speech coding

To improve the quality and intelligibility of telephone-band speech coding, a new time–frequency representation based on a tight framelet packet transform is proposed in this paper. In the context of speech coding, the effectiveness of this representation stems from its resilience to quantization noise, and reconstruction stability. Moreover, it offers a sub-band decomposition and good time–frequency localization according to the critical bands of the human ear. The coded signal is obtained using dynamic bit allocation and optimal quantization of normalized framelet coefficients. The performances of the corresponding method are compared to the critically sampled wavelet packet transform. Extensive simulation revealed that the proposed speech coding scheme, which incorporates the tight framelet packet transform performs better than that based on the critically sampled wavelet packet transform. Furthermore, it ensures a high bit-rate reduction with negligible degradation in speech quality. The proposed coder is found to outperform the standard telephone-band speech coders in term of objective measures and subjective evaluations including a formal listening test. The subjective quality of our codec at 4 kbps is almost identical to the reference G.711 codec operating at 64 kbps.

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来源期刊
Speech Communication
Speech Communication 工程技术-计算机:跨学科应用
CiteScore
6.80
自引率
6.20%
发文量
94
审稿时长
19.2 weeks
期刊介绍: Speech Communication is an interdisciplinary journal whose primary objective is to fulfil the need for the rapid dissemination and thorough discussion of basic and applied research results. The journal''s primary objectives are: • to present a forum for the advancement of human and human-machine speech communication science; • to stimulate cross-fertilization between different fields of this domain; • to contribute towards the rapid and wide diffusion of scientifically sound contributions in this domain.
期刊最新文献
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