Optimized Audio Classification and Segmentation Algorithm by Using Ensemble Methods

Figure 8

Block diagram for silence and pure-speech discrimination (silence is separated from speech segment by using a rule-based classifier; if the value of features ZCR, STE is greater than a predefined threshold value then it is a pure-speech segment; otherwise it is a silence segment.).