Research Article

Using Machine Learning Algorithm to Describe the Connection between the Types and Characteristics of Music Signal

Table 3

Experimental results.

Training samplePitchDurationTonesReverberation timeShort-time energy root-mean-squareMusic type

A ball5.1260.3D0.181.56Making music together
Chinese amorous feelings5.1411.3Bass flute0.071.47Orchestra
Rain hit banana4.4545.6D0.121.34Concert music
Parting station4.2341.5C0.131.15Piano music
Ode to the motherland5.2253.9Bass flute0.071.56Martial music
In the summer of empty dance music4.3144.8C0.121.22Chamber music
Beethoven5.1853.6D0.141.46Instrumental music
Symphony no. 94.1941.4G0.141.33Vocal music
Fisherman’s song4.0945.3C0.071.24Symphony
Titanic5.3257.6G0.081.58Concoction