Toward Interpretable Music Tagging with Self-Attention

Toward Interpretable Music Tagging with Self-Attention

12 June 2019

Xavier Serra

Papers citing "Toward Interpretable Music Tagging with Self-Attention"

9 / 9 papers shown

Title
Transformation of audio embeddings into interpretable, concept-based representations Alice Zhang Edison Thomaz Lie Lu 31 0 0 18 Apr 2025
MusicLIME: Explainable Multimodal Music Understanding Theodoros Sotirou Vassilis Lyberatos Orfeas Menis Mastromichalakis Giorgos Stamou 34 2 0 16 Sep 2024
A Closer Look at AUROC and AUPRC under Class Imbalance Matthew B. A. McDermott Lasse Hyldig Hansen Haoran Zhang Giovanni Angelotti Jack Gallifant 49 30 0 11 Jan 2024
Perceptual Musical Features for Interpretable Audio Tagging Vassilis Lyberatos Spyridon Kantarelis Edmund Dervakos Giorgos Stamou 32 5 0 18 Dec 2023
Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention Jingwei Zhao Gus Xia Ye Wang 40 18 0 15 Sep 2022
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model Yixiao Zhang Junyan Jiang Gus Xia S. Dixon 33 9 0 24 Aug 2022
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF Jayneel Parekh Sanjeel Parekh Pavlo Mozharovskyi Florence dÁlché-Buc G. Richard 24 22 0 23 Feb 2022
Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features Wei-Han Hsu Bo-Yu Chen Yi-Hsuan Yang 37 3 0 17 Oct 2021
Augmenting Deep Classifiers with Polynomial Neural Networks Grigorios G. Chrysos Markos Georgopoulos Jiankang Deng Jean Kossaifi Yannis Panagakis Anima Anandkumar 24 18 0 16 Apr 2021