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Tracing Back Music Emotion Predictions to Sound Sources and Intuitive
  Perceptual Qualities
v1v2 (latest)

Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities

14 June 2021
Shreyan Chowdhury
Verena Praher
Gerhard Widmer
ArXiv (abs)PDFHTML

Papers citing "Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities"

10 / 10 papers shown
Title
Investigating the Effectiveness of Explainability Methods in Parkinson's
  Detection from Speech
Investigating the Effectiveness of Explainability Methods in Parkinson's Detection from Speech
Eleonora Mancini
Francesco Paissan
Paolo Torroni
Mirco Ravanelli
Cem Subakan
83
2
0
12 Nov 2024
One Wave To Explain Them All: A Unifying Perspective On Feature Attribution
One Wave To Explain Them All: A Unifying Perspective On Feature Attribution
Gabriel Kasmi
Amandine Brunetto
Thomas Fel
Jayneel Parekh
AAMLFAtt
87
0
0
02 Oct 2024
Joint Learning of Emotions in Music and Generalized Sounds
Joint Learning of Emotions in Music and Generalized Sounds
Federico Simonetta
Francesca Certo
Stavros Ntalampiras
62
0
0
04 Aug 2024
Are We There Yet? A Brief Survey of Music Emotion Prediction Datasets, Models and Outstanding Challenges
Are We There Yet? A Brief Survey of Music Emotion Prediction Datasets, Models and Outstanding Challenges
Jaeyong Kang
Dorien Herremans
80
3
0
13 Jun 2024
Listenable Maps for Zero-Shot Audio Classifiers
Listenable Maps for Zero-Shot Audio Classifiers
Francesco Paissan
Luca Della Libera
Mirco Ravanelli
Cem Subakan
107
4
0
27 May 2024
Listenable Maps for Audio Classifiers
Listenable Maps for Audio Classifiers
Francesco Paissan
Mirco Ravanelli
Cem Subakan
63
10
0
19 Mar 2024
Perceptual Musical Features for Interpretable Audio Tagging
Perceptual Musical Features for Interpretable Audio Tagging
Vassilis Lyberatos
Spyridon Kantarelis
Edmund Dervakos
Giorgos Stamou
49
7
0
18 Dec 2023
Tackling Interpretability in Audio Classification Networks with
  Non-negative Matrix Factorization
Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization
Jayneel Parekh
Sanjeel Parekh
Pavlo Mozharovskyi
Gaël Richard
Florence dÁlché-Buc
76
6
0
11 May 2023
Listen to Interpret: Post-hoc Interpretability for Audio Networks with
  NMF
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF
Jayneel Parekh
Sanjeel Parekh
Pavlo Mozharovskyi
Florence dÁlché-Buc
G. Richard
67
25
0
23 Feb 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAttFaML
1.3K
17,211
0
16 Feb 2016
1