图 书 馆
节奏的距离模型A Distance Model for Rhythms |
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| 课程网址: | http://videolectures.net/icml08_paiement_dmr/ |
| 主讲教师: | Jean-François Paiment |
| 开课单位: | IDIAP研究所 |
| 开课时间: | 2008-08-06 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Modeling long-term dependencies in time series has proved very difficult to achieve with traditional machine learning methods. This problem occurs when considering music data. In this paper, we introduce a model for rhythms based on the distributions of distances between subsequences. A specific implementation of the model when considering Hamming distances over a simple rhythm representation is described. The proposed model consistently outperforms a standard Hidden Markov Model in terms of conditional prediction accuracy on two different music databases. |
| 关 键 词: | 机器学习; 节律模型; 节律模型 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2023-03-13：chenjy |
| 最后编审: | 2023-05-11：chenjy |
| 阅读次数: | 38 |