Genre classification
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Benchmarks
Book Cover Dataset
FMA
Most implemented
Gated Multimodal Units for Information Fusion
Judging a Book By its Cover
Pre-training Music Classification Models via Music Source Separation
Hierarchical quantum circuit representations for neural architecture search
Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features
MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training
Papers
An Inclusive and Lightweight Approach to Federated Continual Learning for Cultural Heritage
Artificial intelligence can support cultural heritage and digital humanities through large-scale retrieval and analysis of digitized collections. However, cultural heritage data are often distributed across institutions,…
Genre classificationContinual LearningYMIR: A new Benchmark Dataset and Model for Arabic Yemeni Music Genre Classification Using Convolutional Neural Networks
Automatic music genre classification is a major task in music information retrieval; however, most current benchmarks and models have been developed primarily for Western music, leaving culturally specific traditions und…
Information RetrievalGenre classificationMusic Genre Classification: A Comparative Analysis of Classical Machine Learning and Deep Learning Approaches
Automatic music genre classification is a long-standing challenge in Music Information Retrieval (MIR); work on non-Western music traditions remains scarce. Nepali music encompasses culturally rich and acoustically diver…
Information RetrievalGenre classificationBangla Music Genre Classification Using Bidirectional LSTMS
Bangla music is enrich in its own music cultures. Now a days music genre classification is very significant because of the exponential increase in available music, both in digital and physical formats. It is necessary to…
Audio ClassificationGenre classificationAutomatic Detection of Complex Quotation Patterns in Aggadic Literature
This paper presents ACT (Allocate Connections between Texts), a novel three-stage algorithm for the automatic detection of biblical quotations in Rabbinic literature. Unlike existing text reuse frameworks that struggle w…
Genre classificationBlurb-Refined Inference from Crowdsourced Book Reviews using Hierarchical Genre Mining with Dual-Path Graph Convolutions
Accurate book genre classification is fundamental to digital library organization, content discovery, and personalized recommendation. Existing approaches typically model genre prediction as a flat, single-label task, ig…
Genre classification