Non-acoustic voice information detection method, service device and readable storage medium

A voice information and detection method technology, applied in the field of human-computer interaction and non-acoustic speech recognition, can solve the problems of poor customer experience, easy to be disturbed by the environment, low detection accuracy, etc., to improve accuracy, overcome noise interference, reduce The effect of data bandwidth usage

Active Publication Date: 2019-07-26
SHANGHAI ADVANCED RES INST CHINESE ACADEMY OF SCI
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

This patented technology allows for efficient extraction of non- acoustoic sounds like voices during speech activity (speech) recognition processes. It improves both efficiency and usability when it works over different types of communication media. Additionally, this technology helps individuals who cannot communicate clearly due to their speaking patterns being unclear even if they are talking at all times.

Problems solved by technology

This patented technical problem addressed in this patents relates to improving the performance of sound identification systems that use various techniques like acoustoelectricity or electroencephalogram sensors. However, current methods have limitations with regard to their ability to accurately identify sounds without being influenced from outside factors like background noise levels or atmospheric conditions.

Method used

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  • Non-acoustic voice information detection method, service device and readable storage medium
  • Non-acoustic voice information detection method, service device and readable storage medium
  • Non-acoustic voice information detection method, service device and readable storage medium

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Experimental program
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Effect test

Embodiment 1

[0045] Photoplethysmography (PPG for short) carries signals of human physiological characteristics, such as heart rate, respiration rate, blood oxygen saturation, etc., and it is easily disturbed by movement. Therefore, when the PPG probe detects the , will introduce interference due to human voice activity. The inventor has found that this interference has a lot to do with language content during long-term experiments. Furthermore, the inventor has developed a brand-new non-acoustic speech information detection method through long-term experiments, and extracts speech information by performing model learning and training on the motion artifact noise features related to speech activities in the PPG signal.

[0046] Specifically, such as figure 1 Shown, the non-acoustic speech information detection method based on PPG signal of the present invention comprises steps:

[0047] S01: Obtain a PPG signal;

[0048] S02: Intercepting a signal segment containing motion artifacts relate

Embodiment 2

[0071] like Figure 5 As shown, the present invention also provides a service device 5, the service device 5 includes a PPG signal collector 501, a memory 502 and a processor 503, the PPG signal collector 501, the memory 502 and the processor 503 The memory 502 stores computer instructions, and the processor 503 implements the non-acoustic voice information detection method based on the PPG signal in Embodiment 1 by executing the computer instructions. The memory 502 can be any device with a storage function, including but not limited to high-speed random access memory, non-volatile memory, etc., such as common magnetic disks, USB flash drives, etc.; the processor 503 can be such as central processing General-purpose processors such as Central Processing Unit (CPU for short) and Network Processor (NP for short); they can also be digital signal processors, application specific integrated circuits (ASIC for short), field programmable Field-Programmable Gate Array (FPGA for short)

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Abstract

The invention provides a non-acoustic voice information detection method, a service device and a readable storage medium. The detection method at least comprises the following steps of: acquiring a PPG signal, intercepting a motion artifact signal segment related to voice activity in the PPG signal, and detecting voice information from the signal segment. By adopting the non-acoustic voice information detection method, the service device and the readable storage medium based on the PPG signal, a user can interact with a machine or transmit voice information only by making a talking action without making a sound, so that the user experience comfort degree, the voice interaction privacy and the information detection accuracy under a strong noise environment can be greatly improved. Meanwhile, the method can be used for voice transmission and voice control scenes which lack transmission media, have high noise or have secret content, such as aerospace, military affairs, public security, fire fighting, disaster relief and the like, and noisy public places such as stations, shopping malls, bars and the like, and the method has extremely high application value.

Description

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Claims

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Application Information

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Owner SHANGHAI ADVANCED RES INST CHINESE ACADEMY OF SCI
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