According to the practice timing method, terminal and
system based on
timbre identification, real-time audio acquisition is carried out at a preset frequency, and the acquired audio data is transmitted to a
timbre identification module; the
timbre recognition module sets different characteristic parameters for different musical instruments based on a
convolutional neural network so as to judge whether the musical instruments are in a
musical instrument practicing state or not; according to the recognition result of the tone recognition module, in combination with a preset time threshold value used for judging
violin practice interruption, counting each section of
violin practice time; according to the invention, the tone recognition module based on the neural
network model is constructed, the audio is collected in real time to judge whether the user is in the
piano practice state or not, then the
piano practice time is counted, meanwhile, whether
piano practice is interrupted or not is judged in combination with the time threshold value during counting, jamming caused by insufficient proficiency during piano practice of the user is avoided, and the user experience is improved. Therefore, the timing supervision of the piano practice condition of the children can be effectively and accurately realized.