.png){kind=icon}
返回
CONEqNet: convolutional music equalizer network
.png){kind=icon}
OA
AI
DOI：10.1007/s11042-022-12523-w.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
The process of parametric equalization of musical pieces seeks to highlight their qualities by cutting and/or stimulating certain frequencies. In this work, we present a neural model capable of equalizing a song according to the musical genre that is being played at a given moment. It is normal that (1) the equalization should adapt throughout the song and not always be the same for the whole song; and (2) songs do not always belong to a specific musical genre and may contain touches of different musical genres. The neural model designed in this work, called CONEqNet (convolutional music equalizer network), takes these aspects into account and proposes a neural model capable of adapting to the different changes that occur throughout a song and with the possibility of mixing nuances of different musical genres. For the training of this model, the well-known GTzan dataset, which provides 1,000 fragments of songs of 30 seconds each, divided into 10 genres, was used. The paper will show proofs of concept of the performance of the neural model.
Keyword:
Music equalization
Convolutional neural network
Music information retrieval
期刊
IF:
3
论文数:
2.0W
被引数:
3.2W
机构
引用论文
Upwelling indices for comparative ecosystem studies: Variability in the Benguela Upwelling System
OAAI
OAAI分享收藏TAS6417, A novel EGFR inhibitor targeting exon 20 insertion mutationsTAS6417，一种靶向外显子20插入突变的新型EGFR抑制剂.png)
IF0
PREAI
分享收藏Clinical outcomes in patients with non-small cell lung cancer harboring EGFR Exon20 in-frame insertions in the near-loop and far-loop: Results from LC-SCRUM-Asia携带EGFR外显子20近环和远环内框插入突变的非小细胞肺癌患者的临床结局：LC-SCRUM-Asia研究的结果Lung Cancer
Lung CancerIF0
PREAI
分享收藏Mechanisms and clinical activity of an EGFR and HER2 exon 20-selective kinase inhibitor in non-small cell lung cancerEGFR和HER2外显子20选择性激酶抑制剂在非小细胞肺癌中的作用机制与临床活性
IF0
PREAI
分享收藏
查看更多内容