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腮腺手术中的增强现实:头戴式显示器语音控制的真实生活评估。

Augmented reality during parotid surgery: real-life evaluation of voice control of a head mounted display.

机构信息

Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.

Mannheim Institute for Intelligent Systems in Medicine, Medical Faculty Mannheim, Heidelberg University, Theodor Kutzer-Ufer 1-3, 68167, Mannheim, Germany.

出版信息

Eur Arch Otorhinolaryngol. 2023 Apr;280(4):2043-2049. doi: 10.1007/s00405-022-07699-8. Epub 2022 Oct 21.

Abstract

PURPOSE

Augmented Reality can improve surgical planning and performance in parotid surgery. For easier application we implemented a voice control manual for our augmented reality system. The aim of the study was to evaluate the feasibility of the voice control in real-life situations.

METHODS

We used the HoloLens 1 (Microsoft Corporation) with a special speech recognition software for parotid surgery. The evaluation took place in a audiometry cubicle and during real surgical procedures. Voice commands were used to display various 3D structures of the patient with the HoloLens 1. Commands had different variations (male/female, 65 dB SPL)/louder, various structures).

RESULTS

In silence, 100% of commands were recognized. If the volume of the operation room (OR) background noise exceeds 42 dB, the recognition rate decreases significantly, and it drops below 40% at > 60 dB SPL. With constant speech volume at 65 dB SPL male speakers had a significant better recognition rate than female speakers (p = 0.046). Higher speech volumes can compensate this effect. The recognition rate depends on the type of background noise. Mixed OR noise (52 dB(A)) reduced the detection rate significantly compared to single suction noise at 52 dB(A) (p ≤ 0.00001). The recognition rate was significantly better in the OR than in the audio cubicle (p = 0.00013 both genders, 0.0086 female, and 0.0036 male).

CONCLUSIONS

The recognition rate of voice commands can be enhanced by increasing the speech volume and by singularizing ambient noises. The detection rate depends on the loudness of the OR noise. Male voices are understood significantly better than female voices.

摘要

目的

增强现实技术可改善腮腺手术的手术规划和效果。为了便于应用,我们为增强现实系统实现了语音控制手册。本研究旨在评估语音控制在实际情况下的可行性。

方法

我们在腮腺手术中使用 HoloLens 1(微软公司)和特殊的语音识别软件。评估在测听小室和实际手术过程中进行。使用语音命令通过 HoloLens 1 显示患者的各种 3D 结构。命令有不同的变体(男性/女性,65 dB SPL)/更大声,各种结构)。

结果

在安静环境中,可识别 100%的命令。如果手术室(OR)背景噪声超过 42 dB,则识别率会显着下降,而在超过 60 dB SPL 时则降至 40%以下。在恒定语音音量为 65 dB SPL 时,男性发言者的识别率明显优于女性发言者(p = 0.046)。更高的语音音量可以补偿这种效果。识别率取决于背景噪声的类型。与 52 dB(A)的单一抽吸噪声相比,混合 OR 噪声(52 dB(A))显着降低了检测率(p ≤ 0.00001)。在 OR 中的识别率明显优于在测听小室中的识别率(p = 0.00013 两种性别,0.0086 女性,0.0036 男性)。

结论

通过增加语音音量和使环境噪声单一化,可以提高语音命令的识别率。检测率取决于 OR 噪声的响度。男性语音的理解明显优于女性语音。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/340b/9988782/deeeb9e1bc7a/405_2022_7699_Fig1_HTML.jpg

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