ekstraksi feature audio
TRANSCRIPT
![Page 1: Ekstraksi Feature Audio](https://reader036.vdocuments.us/reader036/viewer/2022083012/55cf98c9550346d03399a7c2/html5/thumbnails/1.jpg)
EKSTRAKSI FEATURE AUDIO
![Page 2: Ekstraksi Feature Audio](https://reader036.vdocuments.us/reader036/viewer/2022083012/55cf98c9550346d03399a7c2/html5/thumbnails/2.jpg)
AUDIO ?Input sinyal audio
Pre Processing
Feature Extraction
Output/hasil
![Page 3: Ekstraksi Feature Audio](https://reader036.vdocuments.us/reader036/viewer/2022083012/55cf98c9550346d03399a7c2/html5/thumbnails/3.jpg)
PRE - PROCESSING• FRAMING• SILENCE REMOVAL• NORMALISASI
![Page 4: Ekstraksi Feature Audio](https://reader036.vdocuments.us/reader036/viewer/2022083012/55cf98c9550346d03399a7c2/html5/thumbnails/4.jpg)
FRAMING• Membagi sinyal audio menjadi beberapa segment dengan panjang
tertentu• Dapat juga menggunakan overlapping
![Page 5: Ekstraksi Feature Audio](https://reader036.vdocuments.us/reader036/viewer/2022083012/55cf98c9550346d03399a7c2/html5/thumbnails/5.jpg)
SILENCE REMOVAL
![Page 6: Ekstraksi Feature Audio](https://reader036.vdocuments.us/reader036/viewer/2022083012/55cf98c9550346d03399a7c2/html5/thumbnails/6.jpg)
NORMALISASI
![Page 7: Ekstraksi Feature Audio](https://reader036.vdocuments.us/reader036/viewer/2022083012/55cf98c9550346d03399a7c2/html5/thumbnails/7.jpg)
EKSTRAKSI FEATURE• AVERAGE ENERGY• ZERO CROSSING RATE• ENERGY BAND RATIO• MEL FREQUENCY CEPSTRAL COEFICIENT
![Page 8: Ekstraksi Feature Audio](https://reader036.vdocuments.us/reader036/viewer/2022083012/55cf98c9550346d03399a7c2/html5/thumbnails/8.jpg)
AVERAGE ENERGY
![Page 9: Ekstraksi Feature Audio](https://reader036.vdocuments.us/reader036/viewer/2022083012/55cf98c9550346d03399a7c2/html5/thumbnails/9.jpg)
ZERO CROSSING RATE
![Page 10: Ekstraksi Feature Audio](https://reader036.vdocuments.us/reader036/viewer/2022083012/55cf98c9550346d03399a7c2/html5/thumbnails/10.jpg)
ENERGY BANDWIDTH RATIO
![Page 11: Ekstraksi Feature Audio](https://reader036.vdocuments.us/reader036/viewer/2022083012/55cf98c9550346d03399a7c2/html5/thumbnails/11.jpg)
MFCC