The application discloses a kind of short-
term memory of hearing quantification evaluation method based on snare drum
rhythm imitation training, the test
system comprising host computer, PPG sensor and electronic drum is first constructed, and the
score of the short-
term memory of hearing of the subject is obtained as supervision
label by DMTS;Snare drum
rhythm imitation training is then executed, and the average piece of time-consuming, training times and other behavior data are recorded synchronously, and resting
pulse wave signal is collected before and after training;IBI sequence is constructed by band-pass filtering, valley detection and other pretreatments to
pulse wave signal, and the difference features before and after training are extracted by extracting
pulse rate variability features;Finally, the
supervised learning regression model is constructed by fusing physiological features and training behavior features, the non-linear characteristics are fitted by
smoothing function, the
overfitting is inhibited by regularization constraint, and the objective quantification result of the short-
term memory of hearing of new subject is output.The application realizes the integration of measurement and
training evaluation, improves the objectivity, stability and
repeatability of evaluation, and provides a systematic and deployable technical solution.