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Automatic evaluation of noise suppression in speech signal recorded during phonation in the open-air MRI

机译：在露天MRI中录音期间记录的语音信号中噪声抑制的自动评估

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摘要

The paper is focused on the evaluation of successfulness of noise reduction of the speech signal recorded in an open-air magnetic resonance imager during a phonation for the 3D human vocal tract modeling. In more detail is there described the automatic evaluation method based on Gaussian mixture models (GMM) classification. Performed first-step experiments have successfully confirmed that the proposed GMM classifier of the speech quality is functional and fully comparable with the standard evaluation based on the listening test.

机译：该纸张专注于评估在3D人声道建模的发声期间在露天磁共振成像器中记录在露天磁共振成像仪中记录的噪声信号的成功。更详细的是，基于高斯混合模型（GMM）分类的自动评估方法。执行的第一步实验已成功证实，语音质量的提议GMM分类器是功能性的，并与基于聆听测试的标准评估完全相当。

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《International Conference on Measurement》|2017年|268p|共4页
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作者
J. Pribil; D. Gogola; T. Dermek; I. Frollo;
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中图分类 TB904-53;
关键词
Acoustic Noise Suppression; Gaussian Mixture Model; NMR Imaging;

机译：声噪声抑制;高斯混合模型;NMR成像;

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专利

1. Two Methods of Automatic Evaluation of Speech Signal Enhancement Recorded in the Open-Air MRI Environment [J] . Ji?í P?ibil, Anna P?ibilová, Ivan Frollo Mineralogia . 2017,第6期

机译：露天MRI环境下记录的语音信号增强自动评估的两种方法
2. Two Methods of Automatic Evaluation of Speech Signal Enhancement Recorded in the Open-Air MRI Environment [J] . Ji?í P?ibil, Anna P?ibilová, Ivan Frollo Mineralogia . 2017,第6期

机译：露天MRI环境中记录的语音信号增强自动评估的两种方法
3. Two Methods of Mechanical Noise Reduction of Recorded Speech During Phonation in an MRI device [J] . J. P?ibil, J. Horá?ek, P. Horák Mineralogia . 2011,第3期

机译：降低MRI设备在语音化过程中记录语音的机械噪声的两种方法
4. Automatic evaluation of noise suppression in speech signal recorded during phonation in the open-air MRI [C] . J. Přibil, D. Gogola, T. Dermek, 11th International Conference on Measurement . 2017

机译：自动评估露天MRI中发声期间记录的语音信号的噪声抑制
5. West Texas array experiment: Noise and source characterization of short-range infrasound and acoustic signals, along with lab and field evaluation of Intermountain Laboratories infrasound microphones. [D] . Fisher, Aileen. 2013

机译：西德克萨斯州阵列实验：短距离次声和声信号的噪声和源特性，以及Intermountain Laboratories次声麦克风的实验室和现场评估。
6. Relationship between Speech Perception in Noise and Phonemic Restoration of Speech in Noise in Individuals with Normal Hearing [O] . Srikar Vijayasarathy, Animesh Barman 2020

机译：正常听力噪声中噪声恢复噪声恢复的关系
7. Two Methods of Automatic Evaluation of Speech Signal Enhancement Recorded in the Open-Air MRI Environment [O] . Přibil Jiří, Přibilová Anna, Frollo Ivan 2017

机译：在露天mRI环境中记录的两种语音信号增强自动评估方法
8. Removal of Noise from Noise-Degraded Speech Signals. Panel on Removal of Noise from a Speech/Noise Signal [R] . 1989

机译：降低噪声降级语音信号的噪声。消除语音/噪音信号噪音的小组

Automatic evaluation of noise suppression in speech signal recorded during phonation in the open-air MRI

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