Results 11 to 20 of about 2,341,143 (329)

Variation of word frequencies across genre classification tasks [PDF]

, 2007
This paper examines automated genre classification of text documents and its role in enabling the effective management of digital documents by digital libraries and other repositories.
Ross, S., Kim, Y.
core   +8 more sources

Building a Document Genre Corpus: a Profile of the KRYS I Corpus [PDF]

, 2008
This paper describes the KRYS I corpus (http://www.krys-corpus.eu/Info.html), consisting of documents classified into 70 genre classes. It has been constructed as part of an effort to automate document genre classification as distinct from topic ...
Berninger, Vera, Yunhyong Kim, Ross, Seamus, V. F. Berninger, Kim, Yunhyong, Seamus Ross   +5 more
core   +9 more sources

Indonesian Music Classification on Folk and Dangdut Genre Based on Rolloff Spectral Feature Using Support Vector Machine (SVM) Algorithm

IJCCS (Indonesian Journal of Computing and Cybernetics Systems), 2021
Music Genre Classification is one of the interesting digital music processing topics. Genre is a category of artistry, in this case, especially music, to characterize and categorize music is now available in various forms and sources.
Brizky Ramadhani Ismanto, Tubagus Maulana Kusuma, Dina Anggraini   +2 more
doaj   +1 more source

Deformer: Denoising Transformer for Improved Audio Music Genre Classification

Applied Sciences, 2023
Audio music genre classification is performed to categorize audio music into various genres. Traditional approaches based on convolutional recurrent neural networks do not consider long temporal information, and their sequential structures result in ...
Jigang Wang, Shuyu Li, Yunsick Sung
doaj   +1 more source

Stable Classification of Text Genres [PDF]

Computational Linguistics, 2011
Every text has at least one topic and at least one genre. Evidence for a text's topic and genre comes, in part, from its lexical and syntactic features—features used in both Automatic Topic Classification and Automatic Genre Classification (AGC). Because an ideal AGC system should be stable in the face of changes in topic distribution, we assess five ...
Philipp Petrenz, Bonnie Webber
openaire   +3 more sources

Music Genre Classification Algorithm Based on Multihead Attention Mechanism

Advances in Multimedia, 2022
Retrieving music information is indispensable and divided into multiple genres. Music genres can be attributed to set categories, which are the indispensable functions of intelligent music recommendation systems.
Peng Cheng
doaj   +1 more source

Extending Deep Rhythm for Tempo and Genre Estimation Using Complex Convolutions, Multitask Learning and Multi-input Network

Journal of Creative Music Systems, 2022
Tempo and genre are two inter-leaved aspects of music, genres are often associated to rhythm patterns which are played in specific tempo ranges. In this paper, we focus on the Deep Rhythm system based on a harmonic representation of rhythm used as an ...
Hadrien Foroughmand Aarabi , Geoffroy Peeters   +1 more
doaj   +1 more source

Music Genre Classification Using Neural Network [PDF]

ITM Web of Conferences, 2022
Music Genre classification on Neural Network is presented in this article. The research work uses spectrogram images generated from the songs timeslices and given as input to NN to do classification of songs to their respective musical genre.
Shaikh Tarannum, Jadhav Ashish
doaj   +1 more source

The impact of mobile game genre on gaming disorder risk in early adolescents: a goal-oriented classification approach. [PDF]

Front Psychol
Kim K, Lee S, Hwang S, Shin Y.
europepmc   +3 more sources

3D-DCDAE: Unsupervised Music Latent Representations Learning Method Based on a Deep 3D Convolutional Denoising Autoencoder for Music Genre Classification

Mathematics, 2021
With unlabeled music data widely available, it is necessary to build an unsupervised latent music representation extractor to improve the performance of classification models.
Lvyang Qiu, Shuyu Li, Yunsick Sung
doaj   +1 more source