Multiple Musical Instrument Signal Recognition Based on Convolutional Neural Network

Table 5

F1 and overall accuracy and comparison of ten musical instruments based on the attention network classification model.

	Piano	Violin	Viola	Guitar	Saxophone	Bassoon tube	Timpani	Xylophone	Bass	Trumpet	Overall accuracy
BI3	0.90	0.90	0.84	0.89	0.83	0.84	0.78	0.76	0.81	0.73	0.77
BI5	0.89	0.89	0.84	0.89	0.85	0.85	0.80	0.77	0.76	0.88	0.77
MA	0.91	0.90	0.85	0.91	0.86	0.86	0.81	0.74	0.80	0.86	0.83