Towards Explainable Music Emotion Recognition: The Route via Mid-level
Features

Towards Explainable Music Emotion Recognition: The Route via Mid-level Features

International Society for Music Information Retrieval Conference (ISMIR), 2019

8 July 2019

Shreyan Chowdhury

Verena Haunschmid

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Papers citing "Towards Explainable Music Emotion Recognition: The Route via Mid-level Features"

17 / 17 papers shown

Title
A Study on the Data Distribution Gap in Music Emotion Recognition Joann Ching Gerhard Widmer 92 0 0 06 Oct 2025
Are Inherently Interpretable Models More Robust? A Study In Music Emotion Recognition Katharina Hoedt A. Flexer Gerhard Widmer AAML OOD 95 0 0 05 Aug 2025
Affect-aware Cross-Domain Recommendation for Art Therapy via Music Preference ElicitationACM Conference on Recommender Systems (RecSys), 2025 B. Yilma Luis A Leiva 81 1 0 18 Jul 2025
Semantic-Aware Interpretable Multimodal Music Auto-Tagging Andreas Patakis Vassilis Lyberatos Spyridon Kantarelis Edmund Dervakos Giorgos Stamou VLM 197 0 0 22 May 2025
Perceptual Musical Features for Interpretable Audio Tagging Vassilis Lyberatos Spyridon Kantarelis Edmund Dervakos Giorgos Stamou 219 8 0 18 Dec 2023
Decoding and Visualising Intended Emotion in an Expressive Piano Performance Shreyan Chowdhury Gerhard Widmer 97 1 0 03 Mar 2023
Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music ClassifierInternational Society for Music Information Retrieval Conference (ISMIR), 2022 Francesco Foscarin Katharina Hoedt Verena Praher A. Flexer Gerhard Widmer 209 15 0 26 Aug 2022
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 183 126 0 03 Aug 2021
Cross-cultural Mood Perception in Pop Songs and its Alignment with Mood Detection Algorithms Harin Lee Frank Hoeger Marc Schoenwiesner Minsu Park Nori Jacoby 93 19 0 02 Aug 2021
On Perceived Emotion in Expressive Piano Performance: Further Experimental Evidence for the Relevance of Mid-level Perceptual FeaturesInternational Society for Music Information Retrieval Conference (ISMIR), 2021 Shreyan Chowdhury Gerhard Widmer 94 9 0 28 Jul 2021
Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities Shreyan Chowdhury Verena Praher Gerhard Widmer 163 15 0 14 Jun 2021
Time-Frequency Phase Retrieval for Audio -- The Effect of Transform ParametersIEEE Transactions on Signal Processing (IEEE TSP), 2021 Andrés Marafioti Nicki Holighaus P. Majdak 125 8 0 09 Jun 2021
Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain AdaptationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Shreyan Chowdhury Gerhard Widmer 135 12 0 26 Feb 2021
Mood Classification Using Listening Data Filip Korzeniowski Oriol Nieto Matthew C. McCallum Minz Won Sergio Oramas Erik M. Schmidt 185 13 0 22 Oct 2020
On the Characterization of Expressive Performance in Classical Music: First Results of the Con Espressione Game Carlos Eduardo Cancino-Chacón S. Peter Shreyan Chowdhury Anna Aljanaki Gerhard Widmer 209 12 0 05 Aug 2020
GACELA -- A generative adversarial context encoder for long audio inpainting Andrés Marafioti P. Majdak Nicki Holighaus Nathanael Perraudin 237 51 0 11 May 2020
Two-level Explanations in Music Emotion Recognition Verena Haunschmid Shreyan Chowdhury Gerhard Widmer CVBM 61 8 0 28 May 2019