Music Auto-Tagging

7 papers with code • 3 benchmarks • 3 datasets

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Greatest papers with code

Contrastive Learning of Musical Representations

spijkervet/CLMR 17 Mar 2021

Lastly, we show that self-supervised pre-training allows us to learn efficiently on smaller labeled datasets: we still achieve a score of 33. 1% despite using only 259 labeled songs during fine-tuning.

 Ranked #1 on Music Auto-Tagging on MagnaTagATune (ROC AUC metric)

Music Auto-Tagging Music Classification +1

Sample-level CNN Architectures for Music Auto-tagging Using Raw Waveforms

tae-jun/resemul 28 Oct 2017

Recent work has shown that the end-to-end approach using convolutional neural network (CNN) is effective in various types of machine learning tasks.

General Classification Music Auto-Tagging

Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms

tae-jun/sample-cnn 6 Mar 2017

Recently, the end-to-end approach that learns hierarchical representations from raw data using deep convolutional neural networks has been successfully explored in the image, text and speech domains.

Music Auto-Tagging Music Classification

Deep Content-User Embedding Model for Music Recommendation

jongpillee/deep-content-user 18 Jul 2018

Recently deep learning based recommendation systems have been actively explored to solve the cold-start problem using a hybrid approach.

Music Auto-Tagging Recommendation Systems

Multi-Level and Multi-Scale Feature Aggregation Using Pre-trained Convolutional Neural Networks for Music Auto-tagging

jongpillee/music_dataset_split 6 Mar 2017

Second, we extract audio features from each layer of the pre-trained convolutional networks separately and aggregate them altogether given a long audio clip.

General Classification Image Classification +2

TräumerAI: Dreaming Music with StyleGAN

jdasam/traeumerAI 9 Feb 2021

The goal of this paper to generate a visually appealing video that responds to music with a neural network so that each frame of the video reflects the musical characteristics of the corresponding audio clip.

 Ranked #1 on Music Auto-Tagging on TimeTravel (using extra training data)

Music Auto-Tagging

A Deep Bag-of-Features Model for Music Auto-Tagging

juhannam/deepbof 20 Aug 2015

Feature learning and deep learning have drawn great attention in recent years as a way of transforming input data into more effective representations using learning algorithms.

Audio Classification Information Retrieval +2