Environmental sound processing and its applications
Environmental sound processing and its applications
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DOI：
10.1002/tee.22868
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发表时间：
2019-01
影响因子：
1
通讯作者：
Koichi Miyazaki;T. Toda;Tomoki Hayashi;K. Takeda
中科院分区：
文献类型：
--
作者：
Koichi Miyazaki;T. Toda;Tomoki Hayashi;K. Takeda
作为开发使用声音理解环境的技术的努力的一部分，计算听觉场景分析领域的许多研究集中于使用计算机来执行由人类听觉系统自然执行的功能。由于机器学习技术的最新进展，这些环境声音处理技术得到了显著的改进，越来越多的应用导致了对这一领域的相当大的兴趣。在这篇综述中，我们介绍了环境声处理的基本技术，以及在前端和后端处理方面的最新进展以及这些技术的潜在应用。文中还讨论了环境声处理领域进一步发展的前景和尚待克服的挑战。2019日本电气工程师学会。作者：John Wiley&Sons，Inc.
As part of the effort to develop techniques for understanding environments using sound, many studies in the field of computational auditory scene analysis have focused on using computers to perform functions carried out naturally by the human auditory system. Thanks to recent progress in machine‐learning techniques, these environmental sound‐processing techniques have significantly improved and a widening variety of applications has resulted in considerable interest in this field. In this review, we introduce the fundamental techniques of environmental sound processing, as well as recent advances in front‐end and back‐end processing and potential applications for these techniques. Prospects for further progress in the field of environmental sound processing and the challenges still to be overcome are also discussed. © 2019 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.