Multimodal representation learning over heterogeneous networks for tag-based music retrieval

ACM da Silva, DF Silva, RM Marcacini - Expert Systems with Applications, 2022 - Elsevier
Learning how to represent data represented by features obtained from multiple modalities
through representation learning strategies has received much attention in Music Information …

Comparison of SVM, KNN, and NB classifier for genre music classification based on metadata

DS Rahardwika, EH Rachmawanto… - … on application for …, 2020 - ieeexplore.ieee.org
Music recommendations are one of the important things, such as music streaming platforms.
Classification of music genres is one of the important initial stages in the process of music …

A Critical Survey of Research in Music Genre Recognition

O Green, B Sturm, G Born… - International Society for …, 2024 - diva-portal.org
This paper surveys 560 publications about music genre recognition (MGR) published
between 2013–2022, complementing the comprehensive survey of [474], which covered the …

A Content Analysis of the Research Approaches in Music Genre Recognition

T Özseven, BE Özseven - 2022 International Congress on …, 2022 - ieeexplore.ieee.org
Music is part of many areas throughout daily life, from entertainment to rehabilitation.
Technological developments are widely used in music, as they are in every field. In this …

A Survey on Music Genre Classification Using Multimodal Information Processing and Retrieval

SG Abhyankar, SS Bharadwaj, GS Rani… - … on Recent Trends in …, 2023 - ieeexplore.ieee.org
Musical descriptors play a very crucial role in automatic music genre classification. With the
increase in digitized music, query and retrieval of musical data has always been subjective …

Application of paragraph vectors to news and tweet data

Hİ Çelenli - 2018 26th Signal Processing and Communications …, 2018 - ieeexplore.ieee.org
Machine learning methods can be used easily and quickly because of the rapid
development of technology, high hardware features and low price. However, these methods …

Text authorship identification based on ensemble learning and genetic algorithm combination in Turkish text

M Güllü, H Polat - Politeknik Dergisi, 2021 - dergipark.org.tr
The easiness of reaching information through the internet and social media and the
expansiveness of opportunities for searching, copying, and spreading data have caused …

Classification of Turkish Documents Using Paragraph Vector

M Sarı, AM Özbayoğlu - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
Text processing and mining gained a lot of traction recently due to rising interest in
integration of Natural Language Processing with data analytics algorithms, in particular …

A new statistics-based approach to improve Word2Vec's sentiment classification success

M Bilgin - Selcuk University Journal of Engineering Sciences, 2021 - sujes.selcuk.edu.tr
Sentiment classification is the process of predicting the emotion that the text wants to give by
analyzing the written texts. Studies on estimating the emotion of a sentence or a document …

Kelime Vektörü Yöntemlerinin Model Oluşturma Sürelerinin Karşılaştırılması

M Bilgin - Bilişim Teknolojileri Dergisi, 2019 - dergipark.org.tr
Bu çalışmada duygu analizi için oluşturulan iki farklı veri kümesi, kelime vektörü algoritması
olan Word2Vec ile modellenmiştir. Model oluşturulurken Word2Vec'in iki farklı yöntemi olan …