paper-with-me

홈 › Papers

Using Listeners’ Interpretations in Topic Classification of Song Lyrics

2021-11-01 · NLP4MusA 2021 11 · Varvara Papazoglou, Robert Gaizauskas
📄 PDF Abstract BibTeX

Code (0)

등록된 구현이 없습니다.

Tasks

ClassificationTopic Classification

Similar Papers 제목 키워드 기반

Lukthung Classification Using Neural Networks on Lyrics and Audios

2019-08-23 · Kawisorn Kamtue, Kasina Euchukanonchai, Dittaya Wanvarie, Naruemon Pratanwanich

Music genre classification is a widely researched topic in music information retrieval (MIR). Being able to automatically tag genres will benefit music streaming service providers such as JOOX, Apple Music, and Spotify f…

ClassificationGeneral ClassificationGenre classificationInformation Retrieval+5

Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model

2022-08-24 · Yixiao Zhang, Junyan Jiang, Gus Xia, Simon Dixon

Lyric interpretations can help people understand songs and their lyrics quickly, and can also make it easier to manage, retrieve and discover songs efficiently from the growing mass of music archives. In this paper we pr…

Language ModelingLanguage ModellingRetrieval

Beats of Bias: Analyzing Lyrics with Topic Modeling and Gender Bias Measurements

2024-09-24 · Danqing Chen, Adithi Satish, Rasul Khanbayov, Carolin M. Schuster 외

This paper uses topic modeling and bias measurement techniques to analyze and determine gender bias in English song lyrics. We utilize BERTopic to cluster 537,553 English songs into distinct topics and chart their develo…

Word Embeddings

Love Me, Love Me, Say (and Write!) that You Love Me: Enriching the WASABI Song Corpus with Lyrics Annotations

2019-12-05 · LREC 2020 5 · Michael Fell, Elena Cabrio, , Michel Buffa 외

We present the WASABI Song Corpus, a large corpus of songs enriched with metadata extracted from music databases on the Web, and resulting from the processing of song lyrics and from audio analysis. More specifically, gi…

Segmentation

Lyrics-Based Music Genre Classification Using a Hierarchical Attention Network

2017-07-15 · Alexandros Tsaptsinos

Music genre classification, especially using lyrics alone, remains a challenging topic in Music Information Retrieval. In this study we apply recurrent neural network models to classify a large dataset of intact song lyr…

FormGeneral ClassificationGenre classificationInformation Retrieval+3