Music Classification

20 papers with code • 0 benchmarks • 8 datasets

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Use these libraries to find Music Classification models and implementations
2 papers
4,126

Combinatorial music generation model with song structure graph analysis

slslslrhfem/song_structure_graph 24 Dec 2023

In this work, we propose a symbolic music generation model with the song structure graph analysis network.

2
24 Dec 2023

Pre-training Music Classification Models via Music Source Separation

FaceOnLive/Spleeter-Android-iOS 24 Oct 2023

In this paper, we study whether music source separation can be used as a pre-training strategy for music representation learning, targeted at music classification tasks.

187
24 Oct 2023

MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models

microsoft/muzic 18 Oct 2023

For developers and amateurs, it is very difficult to grasp all of these task to satisfy their requirements in music processing, especially considering the huge differences in the representations of music data and the model applicability across platforms among various tasks.

4,126
18 Oct 2023

Audio Embeddings as Teachers for Music Classification

suncerock/EAsT-music-classification 30 Jun 2023

Music classification has been one of the most popular tasks in the field of music information retrieval.

10
30 Jun 2023

CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information Retrieval

microsoft/muzic 21 Apr 2023

We introduce CLaMP: Contrastive Language-Music Pre-training, which learns cross-modal representations between natural language and symbolic music using a music encoder and a text encoder trained jointly with a contrastive loss.

4,126
21 Apr 2023

Symbolic Music Structure Analysis with Graph Representations and Changepoint Detection Methods

carlosholivan/symbolic-music-structure-analysis 24 Mar 2023

In the past, there have been several works that attempt to segment music into the audio and symbolic domains, however, the identification and segmentation of the music structure at different levels is still an open research problem in this area.

10
24 Mar 2023

Toward Universal Text-to-Music Retrieval

seungheondoh/music-text-representation 26 Nov 2022

This paper introduces effective design choices for text-to-music retrieval systems.

104
26 Nov 2022

Low-Resource Music Genre Classification with Cross-Modal Neural Model Reprogramming

biboamy/music-repro 2 Nov 2022

In this work, we introduce a novel method for leveraging pre-trained models for low-resource (music) classification based on the concept of Neural Model Reprogramming (NMR).

15
02 Nov 2022

S3T: Self-Supervised Pre-training with Swin Transformer for Music Classification

cgaroufis/mscol_smc23 21 Feb 2022

To our knowledge, S3T is the first method combining the Swin Transformer with a self-supervised learning method for music classification.

12
21 Feb 2022

Music Classification: Beyond Supervised Learning, Towards Real-world Applications

music-classification/tutorial 23 Nov 2021

The target audience for this web book is researchers and practitioners who are interested in state-of-the-art music classification research and building real-world applications.

132
23 Nov 2021