A Semantics-Driven Approach to Lyrics Segmentation

被引：5
|
作者：
Barate, Adriano [1 ]
Ludovico, Luca A. [1 ]
Santucci, Enrica [1 ]
机构：
[1] Univ Milan, LIM, I-20135 Milan, Italy
来源：
2013 8TH INTERNATIONAL WORKSHOP ON SEMANTIC AND SOCIAL MEDIA ADAPTATION AND PERSONALIZATION (SMAP 2013) | 2013年
关键词：
D O I：
10.1109/SMAP.2013.15
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The purpose of this paper is describing a semantics-driven approach to the automatic segmentation of song lyrics. The proposed algorithm takes into account the basic formatting commonly in use for lyrics on CD booklets and specialized Web sites, in order to extract basic semantic information, such as the organization in lines and sections. Then the algorithm applies simple rules to reconstruct lyrics structure, supporting tolerance margins as regards possible errors and encoding variants. The output is a sequence of sections labelled according to the similarity of their contents. The resulting segmenter is publicly available as a set of methods exposed via a Web application programming interface (API).
引用
收藏
页码：73 / 79
页数：7
相关论文
共 50 条
  • [21] Improving Symbolic Regression through a Semantics-driven Framework
    Quang Nhat Huynh
    Singh, Hemant Kumar
    Ray, Tapabrata
    PROCEEDINGS OF 2016 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2016,
  • [22] FoodKG: A Semantics-Driven Knowledge Graph for Food Recommendation
    Haussmann, Steven
    Seneviratne, Oshani
    Chen, Yu
    Ne'eman, Yarden
    Codella, James
    Chen, Ching-Hua
    McGuinness, Deborah L.
    Zaki, Mohammed J.
    SEMANTIC WEB - ISWC 2019, PT II, 2019, 11779 : 146 - 162
  • [23] Semantics-Driven Implicit Aspect Detection in Consumer Reviews
    Schouten, Kim
    de Boer, Nienke
    Lam, Tjian
    van Leeuwen, Marijtje
    van Luijk, Ruud
    Frasincar, Flavius
    WWW'15 COMPANION: PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB, 2015, : 109 - 110
  • [24] Text Semantics-Driven Data Classification Storage Optimization
    Yuan, Zhu
    Lv, Xueqiang
    Gong, Yunchao
    Liu, Boshan
    Yang, Haixiang
    You, Xindong
    APPLIED SCIENCES-BASEL, 2024, 14 (03):
  • [25] Addressing Scalability Issues in Semantics-Driven Recommender Systems
    Bendouch, Mounir M.
    Frasincar, Flavius
    Robal, Tarmo
    2021 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY (WI-IAT 2021), 2021, : 56 - 63
  • [26] Enhancing Semantics-Driven Recommender Systems with Visual Features
    Bendouch, Mounir M.
    Frasincar, Flavius
    Robal, Tarmo
    ADVANCED INFORMATION SYSTEMS ENGINEERING (CAISE 2022), 2022, : 443 - 459
  • [27] Analyzing impact of parental occupation on child's learning performance: a semantics-driven probabilistic approach
    Das, Monidipa
    INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, 2021, 12 (01) : 31 - 44
  • [28] Video semantics-driven resource allocation algorithm in Internet of vehicles
    Chen, Jiujiu
    Feng, Chunyan
    Guo, Caili
    Yang, Yang
    Sun, Qizheng
    Zhu, Meiyi
    Tongxin Xuebao/Journal on Communications, 2021, 42 (07): : 1 - 11
  • [29] Analyzing impact of parental occupation on child’s learning performance: a semantics-driven probabilistic approach
    Monidipa Das
    International Journal of Data Science and Analytics, 2021, 12 : 31 - 44
  • [30] Large language models: Expectations for semantics-driven systems engineering
    Buchmann, Robert
    Eder, Johann
    Fill, Han-Georg
    Frank, Ulrich
    Karagiannis, Dimitris
    Laurenzi, Emanuele
    Mylopoulos, John
    Plexousakis, Dimitris
    Santos, Maribel Yasmina
    DATA & KNOWLEDGE ENGINEERING, 2024, 152
12345