Aircraft voiceprint recognition method and system, electronic equipment and storage medium
A voiceprint recognition, aircraft technology, applied in character and pattern recognition, computer parts, voice analysis and other directions, can solve problems such as difficulty in real-time recognition of aircraft signals
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Embodiment 1
[0067] The invention proposes an aircraft voiceprint recognition method suitable for embedded platforms and based on time series spectral statistical features, which can quickly and effectively detect aircraft acoustic signals in an outdoor environment. To achieve this purpose, the present invention proposes the following technical solutions: figure 1 As shown, the present invention provides an aircraft voiceprint recognition method, and its implementation method is as follows:
[0068] S1. Real-time acquisition of acoustic signals in the environment;
[0069] S2, sampling and quantizing the collected acoustic signal to obtain the time domain feature of the acoustic signal;
[0070] S3. Use FFT to convert time domain features into frequency domain features;
[0071] S4, perform three-layer identification on the frequency domain feature, obtain the aircraft sound signal, and send the instruction signal, and the implementation method is as follows:
[0072] S401. Filter high-...
Embodiment 2
[0091] like Figure 5 As shown, the present invention provides an aircraft voiceprint recognition system, the aircraft voiceprint recognition system is located in an embedded platform, including:
[0092] The acquisition module is used for real-time acquisition of acoustic signals in the environment;
[0093] The first processing module is used for sampling and quantizing the collected acoustic signal to obtain the time domain feature of the acoustic signal;
[0094] The second processing module is used to convert the time-domain features into frequency-domain features by using FFT;
[0095] The identification module is used for three-layer identification of the frequency domain features to obtain the aircraft acoustic signal and send the instruction signal.
[0096] In one of the embodiments, the sampling and quantization processing is as follows: converting the acquired continuous acoustic signal into discrete time and amplitude signals to obtain time-domain characteristic...
Embodiment 3
[0115] In a third aspect, the present invention provides an electronic device comprising a memory, a processor, and a computer program stored in the memory and running on the processor, the processor executing the program to implement any The steps of the aircraft voiceprint recognition method described above.
[0116] In this embodiment, the electronic device may include: a processor, a memory, a bus, and a communication interface. The processor, the communication interface, and the memory are connected by a bus. The memory stores a computer program that can run on the processor, and the processor runs the computer. During the program, part or all of the steps of the aircraft voiceprint identification method provided in the foregoing Embodiment 1 of the present application are executed.
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