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Classification of the genre of an artwork

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Datasets

Greatest papers with code

IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages

8 Nov 2020AI4Bharat/indic-bert

These resources include: (a) large-scale sentence-level monolingual corpora, (b) pre-trained word embeddings, (c) pre-trained language models, and (d) multiple NLU evaluation datasets (IndicGLUE benchmark).

GENRE CLASSIFICATION NAMED ENTITY RECOGNITION WORD EMBEDDINGS

Gated Multimodal Units for Information Fusion

7 Feb 2017johnarevalo/gmu-mmimdb

The Gated Multimodal Unit (GMU) model is intended to be used as an internal unit in a neural network architecture whose purpose is to find an intermediate representation based on a combination of data from different modalities.

CLASSIFICATION GENRE CLASSIFICATION

Explaining Deep Convolutional Neural Networks on Music Classification

8 Jul 2016keunwoochoi/Auralisation

Deep convolutional neural networks (CNNs) have been actively adopted in the field of music information retrieval, e. g. genre classification, mood detection, and chord recognition.

CHORD RECOGNITION CLASSIFICATION GENRE CLASSIFICATION INFORMATION RETRIEVAL MUSIC CLASSIFICATION MUSIC INFORMATION RETRIEVAL

Lyrics-Based Music Genre Classification Using a Hierarchical Attention Network

15 Jul 2017alexTsaptsinos/lyricsHAN

In this study we apply recurrent neural network models to classify a large dataset of intact song lyrics.

CLASSIFICATION GENRE CLASSIFICATION INFORMATION RETRIEVAL MUSIC INFORMATION RETRIEVAL

Column Networks for Collective Classification

15 Sep 2016trangptm/Column_networks

CLN has many desirable theoretical properties: (i) it encodes multi-relations between any two instances; (ii) it is deep and compact, allowing complex functions to be approximated at the network level with a small set of free parameters; (iii) local and relational features are learned simultaneously; (iv) long-range, higher-order dependencies between instances are supported naturally; and (v) crucially, learning and inference are efficient, linear in the size of the network and the number of relations.

CLASSIFICATION GENRE CLASSIFICATION RELATIONAL REASONING

Convolutional Neural Network Achieves Human-level Accuracy in Music Genre Classification

27 Feb 2018ds7711/music_genre_classification

Here, we propose a new method that combines knowledge of human perception study in music genre classification and the neurophysiology of the auditory system.

CLASSIFICATION GENRE CLASSIFICATION

Bottom-up Broadcast Neural Network For Music Genre Classification

24 Jan 2019CaifengLiu/music-genre-classification

Music genre recognition based on visual representation has been successfully explored over the last years.

CLASSIFICATION DECISION MAKING GENRE CLASSIFICATION MUSIC GENRE RECOGNITION

Recognizing Musical Entities in User-generated Content

1 Apr 2019LPorcaro/musicner

Recognizing Musical Entities is important for Music Information Retrieval (MIR) since it can improve the performance of several tasks such as music recommendation, genre classification or artist similarity.

CLASSIFICATION GENRE CLASSIFICATION INFORMATION RETRIEVAL MUSIC INFORMATION RETRIEVAL

Utilizing a Transparency-driven Environment toward Trusted Automatic Genre Classification: A Case Study in Journalism History

1 Oct 2018newsgac/platform

With the growing abundance of unlabeled data in real-world tasks, researchers have to rely on the predictions given by black-boxed computational models.

CLASSIFICATION GENRE CLASSIFICATION