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arXiv 2004.09584eess.AScs.SDeess.SP
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ViSQOL v3:一个开源的生产就绪的客观语音和音频度量

ViSQOL v3: An Open Source Production Ready Objective Speech and Audio Metric

Google LLC(谷歌有限责任公司);University College of Dublin(都柏林大学学院)

Michael Chinen, Felicia S. C. Lim, Jan Skoglund, Nikita Gureev, Feargus O'Gorman, Andrew Hines

摘要:

音频和语音中的感知质量的估计可以使用各种方法。ViSQOL和ViSQOLAudio(分别用于语音和音频)的合并v3版本在设计和使用方面对以前的版本进行了改进。作为一个开源的C++库或二进制与许可证,ViSQOL现在可以部署到研究环境之外的生产使用。来自Google内部制作团队的反馈有助于改进这个新版本,并展示了它最适用的情况,以及突出的局限性。新模型根据真实数据进行基准测试以进行评估。最后对今后的工作趋势和方向进行了讨论。

英文摘要:

Estimation of perceptual quality in audio and speech is possible using a variety of methods. The combined v3 release of ViSQOL and ViSQOLAudio (for speech and audio, respectively,) provides improvements upon previous versions, in terms of both design and usage. As an open source C++ library or binary with permissive licensing, ViSQOL can now be deployed beyond the research context into production usage. The feedback from internal production teams at Google has helped to improve this new release, and serves to show cases where it is most applicable, as well as to highlight limitations. The new model is benchmarked against real-world data for evaluation purposes. The trends and direction of future work is discussed.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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