Evaluation of CNN-based Automatic Music Tagging Models

Evaluation of CNN-based Automatic Music Tagging Models

1 June 2020

Andrés Ferraro

Dmitry Bogdanov

Xavier Serra

ArXiv (abs)PDF HTML

Papers citing "Evaluation of CNN-based Automatic Music Tagging Models"

14 / 64 papers shown

Title
A Benchmarking Initiative for Audio-Domain Music Generation Using the Freesound Loop Dataset Tun-Min Hung Bo-Yu Chen Yen-Tung Yeh Yi-Hsuan Yang 53 12 0 03 Aug 2021
EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation Hsiao-Tzu Hung Joann Ching Seungheon Doh Nabin Kim Juhan Nam Yi-Hsuan Yang 79 94 0 03 Aug 2021
Codified audio language modeling learns useful representations for music information retrieval Rodrigo Castellon Chris Donahue Percy Liang 146 91 0 12 Jul 2021
Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks Eduardo Fonseca Andrés Ferraro Xavier Serra AI4TS 131 9 0 01 Jul 2021
A Modulation Front-End for Music Audio Tagging Cyrus Vahidi C. Saitis Gyorgy Fazekas 47 2 0 25 May 2021
MusCaps: Generating Captions for Music Audio Ilaria Manco Emmanouil Benetos Elio Quinton Gyorgy Fazekas 116 37 0 24 Apr 2021
MuSLCAT: Multi-Scale Multi-Level Convolutional Attention Transformer for Discriminative Music Modeling on Raw Waveforms Kai Middlebrook Shyam Sudhakaran David Guy Brizan 20 0 0 06 Apr 2021
Enriched Music Representations with Multiple Cross-modal Contrastive Learning Andrés Ferraro Xavier Favory Konstantinos Drossos Yuntae Kim Dmitry Bogdanov 129 26 0 01 Apr 2021
Listen, Read, and Identify: Multimodal Singing Language Identification of Music Keunwoo Choi Yuxuan Wang 83 8 0 02 Mar 2021
TräumerAI: Dreaming Music with StyleGAN Dasaem Jeong Seungheon Doh Taegyun Kwon GAN 43 17 0 09 Feb 2021
Multimodal Metric Learning for Tag-based Music Retrieval Minz Won Sergio Oramas Oriol Nieto F. Gouyon Xavier Serra 141 45 0 30 Oct 2020
Mood Classification Using Listening Data Filip Korzeniowski Oriol Nieto Matthew C. McCallum Minz Won Sergio Oramas Erik M. Schmidt 133 12 0 22 Oct 2020
FSD50K: An Open Dataset of Human-Labeled Sound Events Eduardo Fonseca Xavier Favory Jordi Pons F. Font Xavier Serra 142 467 0 01 Oct 2020
audioLIME: Listenable Explanations Using Source Separation Verena Haunschmid Ethan Manilow Gerhard Widmer FAtt 64 32 0 02 Aug 2020