Voice recognition method, device and apparatus and storage medium
A speech recognition and speech feature technology, applied in speech recognition, speech analysis, instruments, etc., can solve the problem that the speech recognition rate cannot be further improved
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Embodiment 1
[0056] figure 1 It is a flow chart of a speech recognition method provided by Embodiment 1 of the present invention. This embodiment is applicable to the situation of improving the speech recognition rate. The method can be executed by a speech recognition device, which can use software and / or hardware The device can be implemented in a terminal, such as a typical mobile phone, a tablet computer, and the like. Such as figure 1 As shown, the method specifically includes the following steps:
[0057] S110. When the utterance event is triggered, receive the voice signal and the image signal including lips sent by the microphone and collected by the user during the utterance event;
[0058] In a specific embodiment of the present invention, the sounding event may represent a sound generated during learning activities or entertainment activities using the functions of the terminal, such as reading a text or singing a song. And usually in the process of carrying out the above act...
Embodiment 2
[0078] figure 2 It is a flow chart of a speech recognition method provided by Embodiment 2 of the present invention. This embodiment is applicable to the situation of improving the speech recognition rate. The method can be executed by a speech recognition device, which can use software and / or hardware The device can be implemented in a server, such as a typical server. Such as figure 2 As shown, the method specifically includes the following steps:
[0079] S210. Receive the speech feature signal and the lip language feature signal sent by the terminal;
[0080] In a specific embodiment of the present invention, the server can receive the voice feature signal and the lip language feature signal sent by the terminal, so that the server can further identify and analyze the voice feature signal and the lip language feature signal.
[0081] S220. Perform matching analysis on the voice feature signal and the preset voice signal to generate a voice recognition result;
[0082...
Embodiment 3
[0108] image 3 The flow chart of a voice recognition method provided in Figure 3 of Embodiment 3 of the present invention, this embodiment is applicable to the situation of improving the voice recognition rate, the method can be executed by a voice recognition device, and the device can use software and / or hardware The device can be implemented in a device, such as a typical mobile phone, a tablet computer, a server, and the like. Such as image 3 As shown, the method specifically includes the following steps:
[0109] The microphone and the terminal establish a communication connection;
[0110] When the sounding event is triggered, the microphone collects the voice signal and the image signal including the lips during the execution of the sounding event, and sends the voice signal and the image signal including the lips to the terminal;
[0111] The terminal performs feature extraction on the voice signal to generate a voice feature signal, and performs feature extractio...
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