HumMusQA: A Human-written Music Understanding QA Benchmark Dataset.

Benno Weck https://orcid.org/0000-0002-5760-6922

Benno Weck Pablo Puentes Andrea Poltronieri Satyajeet Prabhu Dmitry Bogdanov HumMusQA: A Human-written Music Understanding QA Benchmark Dataset. 2026 March abs/2603.27877 CoRR https://doi.org/10.48550/arXiv.2603.27877 db/journals/corr/corr2603.html#abs-2603-27877 streams/journals/corr

Gaëtan Hadjeres Marc Ferras Khaled Koutini Benno Weck Alexandre Bittar Thomas Hummel Zineb Lahrichi Hakim Missoum Joan Serrà Yuki Mitsufuji Woosh: A Sound Effects Foundation Model. 2026 April abs/2604.01929 CoRR https://doi.org/10.48550/arXiv.2604.01929 db/journals/corr/corr2604.html#abs-2604-01929 streams/journals/corr

Tristan Tsoi Jiajun Deng Yaolong Ju Benno Weck Holger Kirchhoff Simon Lui CrossMuSim: A Cross-Modal Framework for Music Similarity Retrieval with LLM-Powered Text Description Sourcing and Mining. 1-6 2025 ICME https://doi.org/10.1109/ICME59968.2025.11210123 conf/icmcs/2025 db/conf/icmcs/icme2025.html#TsoiDJWKL25 streams/conf/icmcs

Tristan Tsoi Jiajun Deng Yaolong Ju Benno Weck Holger Kirchhoff Simon Lui CrossMuSim: A Cross-Modal Framework for Music Similarity Retrieval with LLM-Powered Text Description Sourcing and Mining. 2025 March abs/2503.23128 CoRR https://doi.org/10.48550/arXiv.2503.23128 db/journals/corr/corr2503.html#abs-2503-23128 streams/journals/corr

Benno Weck Ilaria Manco Emmanouil Benetos Elio Quinton George Fazekas Dmitry Bogdanov MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models. 825-833 2024 ISMIR https://doi.org/10.5281/zenodo.14877459 conf/ismir/2024 db/conf/ismir/ismir2024.html#WeckMBQFB24 Benno Weck Holger Kirchhoff Peter Grosche Xavier Serra WikiMuTe: A Web-Sourced Dataset of Semantic Descriptions for Music Audio. 42-56 2024 MMM (5) https://doi.org/10.1007/978-3-031-56435-2_4 conf/mmm/2024-5 db/conf/mmm/mmm2024-5.html#WeckKGS24 Benno Weck Ilaria Manco Emmanouil Benetos Elio Quinton George Fazekas Dmitry Bogdanov MuChoMusic dataset. 2024 July https://doi.org/10.5281/zenodo.12709974 Zenodo streams/repo/zenodo

Benno Weck Ilaria Manco Emmanouil Benetos Elio Quinton George Fazekas Dmitry Bogdanov MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models. 2024 abs/2408.01337 CoRR https://doi.org/10.48550/arXiv.2408.01337 db/journals/corr/corr2408.html#abs-2408-01337 streams/journals/corr

Pedro Ramoneda Emilia Parada-Cabaleiro Benno Weck Xavier Serra The Role of Large Language Models in Musicology: Are We Ready to Trust the Machines? 2024 abs/2409.01864 CoRR https://doi.org/10.48550/arXiv.2409.01864 db/journals/corr/corr2409.html#abs-2409-01864 streams/journals/corr

Benno Weck Frederic Font The language of sound search: Examining User Queries in Audio Search Engines. 2024 abs/2410.08324 CoRR https://doi.org/10.48550/arXiv.2410.08324 db/journals/corr/corr2410.html#abs-2410-08324 streams/journals/corr

Benno Weck Xavier Serra Data Leakage in Cross-Modal Retrieval Training: A Case Study. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10094617 conf/icassp/2023 db/conf/icassp/icassp2023.html#WeckS23 Benno Weck Xavier Serra SoundDesc: Cleaned and Group-Filtered Splits. 2023 February https://doi.org/10.5281/zenodo.7665917 Zenodo streams/repo/zenodo Benno Weck Holger Kirchhoff Peter Grosche Xavier Serra WikiMuTe: A web-sourced dataset of semantic descriptions for music audio. 2023 December https://doi.org/10.5281/zenodo.10223363 Zenodo streams/repo/zenodo

Benno Weck Xavier Serra Data leakage in cross-modal retrieval training: A case study. 2023 abs/2302.12258 CoRR https://doi.org/10.48550/arXiv.2302.12258 db/journals/corr/corr2302.html#abs-2302-12258

Ilaria Manco Benno Weck Seungheon Doh Minz Won Yixiao Zhang 0002 Dmitry Bogdanov Yusong Wu Ke Chen 0021 Philip Tovstogan Emmanouil Benetos Elio Quinton György Fazekas Juhan Nam The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation. 2023 abs/2311.10057 CoRR https://doi.org/10.48550/arXiv.2311.10057 db/journals/corr/corr2311.html#abs-2311-10057

Benno Weck Holger Kirchhoff Peter Grosche Xavier Serra WikiMuTe: A web-sourced dataset of semantic descriptions for music audio. 2023 abs/2312.09207 CoRR https://doi.org/10.48550/arXiv.2312.09207 db/journals/corr/corr2312.html#abs-2312-09207

Benno Weck Miguel Pérez Fernández Holger Kirchhoff Xavier Serra Matching Text and Audio Embeddings: Exploring Transfer-Learning Strategies for Language-Based Audio Retrieval. 2022 DCASE https://dcase.community/documents/workshop2022/proceedings/DCASE2022Workshop_Weck_72.pdf conf/dcase/2022 db/conf/dcase/dcase2022.html#WeckFKS22

Benno Weck Miguel Pérez Fernández Holger Kirchhoff Xavier Serra Matching Text and Audio Embeddings: Exploring Transfer-learning Strategies for Language-based Audio Retrieval. 2022 abs/2210.02833 CoRR https://doi.org/10.48550/arXiv.2210.02833 db/journals/corr/corr2210.html#abs-2210-02833

Benno Weck Xavier Favory Konstantinos Drossos Xavier Serra Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. 60-64 2021 DCASE http://dcase.community/documents/workshop2021/proceedings/DCASE2021Workshop_Weck_25.pdf conf/dcase/2021 db/conf/dcase/dcase2021.html#WeckFDS21

Benno Weck Xavier Favory Konstantinos Drossos Xavier Serra Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. 2021 abs/2110.07410 CoRR https://arxiv.org/abs/2110.07410 db/journals/corr/corr2110.html#abs-2110-07410

Manuela Hürlimann Benno Weck Esther van den Berg Simon Suster Malvina Nissim GLAD: Groningen Lightweight Authorship Detection. 2015 CLEF (Working Notes) https://ceur-ws.org/Vol-1391/141-CR.pdf conf/clef/2015w db/conf/clef/clef2015w.html#HurlimannWBSN15 Emmanouil Benetos Esther van den Berg Alexandre Bittar Dmitry Bogdanov Ke Chen 0021 Jiajun Deng Seungheon Doh Konstantinos Drossos Xavier Favory György FazekasGeorge Fazekas Miguel Pérez Fernández Marc Ferras Frederic Font Peter Grosche Gaëtan Hadjeres Thomas Hummel Manuela Hürlimann Yaolong Ju Holger Kirchhoff Khaled Koutini Zineb Lahrichi Simon Lui Ilaria Manco Hakim Missoum Yuki Mitsufuji Juhan Nam Malvina Nissim Emilia Parada-Cabaleiro Andrea Poltronieri Satyajeet Prabhu Pablo Puentes Elio Quinton Pedro Ramoneda Joan Serrà Xavier Serra Simon Suster Philip Tovstogan Tristan Tsoi Minz Won Yusong Wu Yixiao Zhang 0002