东莞理工学院学报
東莞理工學院學報
동완리공학원학보
JOURNAL OF DONGGUAN INSTITUTE OF TECHNOLOGY
2012年
3期
58-64
,共7页
乐器识别%特征抽取%模式识别%分类
樂器識彆%特徵抽取%模式識彆%分類
악기식별%특정추취%모식식별%분류
musical instrument identification%feature extraction%pattern recognition%classificatio
在机器听觉领域中,语音信号处理与识别早已成为一个传统的研究热点;随着信息科学与技术的迅速发展,音频与音乐信号分析也逐渐成为一个新的研究热点。乐器识别是音乐分析的一个重要应用,其主要的研究方向是基于声学特征的识别,近年来,在该领域有众多研究成果出现。文章对十多年来在基于声学特征的乐器识别领域所取得的研究成果进行综述,总结乐器识别技术常用的声学特征和识别方法。
在機器聽覺領域中,語音信號處理與識彆早已成為一箇傳統的研究熱點;隨著信息科學與技術的迅速髮展,音頻與音樂信號分析也逐漸成為一箇新的研究熱點。樂器識彆是音樂分析的一箇重要應用,其主要的研究方嚮是基于聲學特徵的識彆,近年來,在該領域有衆多研究成果齣現。文章對十多年來在基于聲學特徵的樂器識彆領域所取得的研究成果進行綜述,總結樂器識彆技術常用的聲學特徵和識彆方法。
재궤기은각영역중,어음신호처리여식별조이성위일개전통적연구열점;수착신식과학여기술적신속발전,음빈여음악신호분석야축점성위일개신적연구열점。악기식별시음악분석적일개중요응용,기주요적연구방향시기우성학특정적식별,근년래,재해영역유음다연구성과출현。문장대십다년래재기우성학특정적악기식별영역소취득적연구성과진행종술,총결악기식별기술상용적성학특정화식별방법。
In the field of machine hearing, speech signal processing and recognition has already become a traditional hot spots. With the rapid development of information science and technology, audio and music signal analysis has become a new hots- pot. Instrument recognition is an important application of musical analysis, the main researching direction of which is the acoustic feature-based identification, and in this area, a large number of publications have been presented in recent years. The article will summarize the research results over the last decade in the field of musical instrument identification, including the general acoustic features and identification methods.