Learning Unsupervised Hierarchies of Audio Concepts

21 July 2022

Papers citing "Learning Unsupervised Hierarchies of Audio Concepts"

9 / 9 papers shown

Title
Detecting music deepfakes is easy but actually hard Darius Afchar Gabriel Meseguer-Brocal Romain Hennequin 63 6 0 07 May 2024
Of Spiky SVDs and Music Recommendation Darius Afchar Romain Hennequin Vincent Guigue 21 4 0 30 Jun 2023
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective Satyapriya Krishna Tessa Han Alex Gu Steven Wu S. Jabbari Himabindu Lakkaraju 177 185 0 03 Feb 2022
Explainability in Music Recommender Systems Darius Afchar Alessandro B. Melchiorre Markus Schedl Romain Hennequin Elena V. Epure Manuel Moussallam 21 48 0 25 Jan 2022
Leveraging Hierarchical Structures for Few-Shot Musical Instrument Recognition Hugo Flores Garcia Aldo Aguilar Ethan Manilow Bryan Pardo 44 32 0 14 Jul 2021
Towards Rigorous Interpretations: a Formalisation of Feature Attribution Darius Afchar Romain Hennequin Vincent Guigue FAtt 31 20 0 26 Apr 2021
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors Adriano Lucieri Muhammad Naseer Bajwa S. Braun M. I. Malik Andreas Dengel Sheraz Ahmed MedIm 161 64 0 05 May 2020
On Completeness-aware Concept-Based Explanations in Deep Neural Networks Chih-Kuan Yeh Been Kim Sercan Ö. Arik Chun-Liang Li Tomas Pfister Pradeep Ravikumar FAtt 122 297 0 17 Oct 2019
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 251 3,683 0 28 Feb 2017