The invention discloses a
work memory measurement and training integrated quantitative evaluation method for
piano playing, which realizes the integration of
work memory measurement and training by quickly memorizing a music
score and reproducing the
piano playing of playing music and combining
human body physiological monitoring and
piano. The method comprises the following steps: collecting pulse
waves during individual static sitting and
piano playing training, and recording playing performance characteristics such as
piano playing accuracy and the like, and
response time and accuracy of executing a
work memory task normal form N-back after training; extracting physiological features such as
heart rate based on the preprocessed
pulse wave signal; constructing a
distribution model based on N-back reaction time, and obtaining a
score for model training reference by combining accuracy; and establishing a
random forest evaluation model in combination with the physiological features and the playing performance features, and quantitatively evaluating the work memory of the individual and the work
memory training effect of
piano playing. According to the invention, music training and physiological
signal acquisition are combined, and an objective and generalizable scheme is provided for work memory evaluation and training.