Computationally inexpensive and effective scheme for automatic transcription of polyphonic music

被引：0
|
作者：
Lao, WL [1 ]
Tan, ET [1 ]
Kam, AH [1 ]
机构：
[1] Inst Infocomm Res, Singapore, Singapore
来源：
2004 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXP (ICME), VOLS 1-3 | 2004年
关键词：
D O I：
10.1109/ICME.2004.1394599
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We describe a computationally inexpensive but effective scheme for automatic transcription of polyphonic music. Based on a two-step strategy: tracks creation and tracks grouping, the scheme utilizes innovative comb-filtering and 'sharpening' steps to produce desired transcription output in the form of discrete notes with temporal, pitch and amplitude attributes. Recall and precision measurements are used to analyze and quantify transcription accuracy. Promising results are achieved for the automatic transcription of both synthetic and acoustic piano music.
引用
收藏
页码：1775 / 1778
页数：4
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