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Ilaria Manco
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Cited by
Cited by
Year
MusCaps: Generating Captions for Music Audio
I Manco, E Benetos, E Quinton, G Fazekas
2021 International Joint Conference on Neural Networks (IJCNN), 2021
472021
Contrastive Audio-Language Learning for Music
I Manco, E Benetos, E Quinton, G Fazekas
Proceedings of the 23rd International Society for Music Information …, 2022
412022
Learning music audio representations via weak language supervision
I Manco, E Benetos, E Quinton, G Fazekas
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
382022
The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation
I Manco, B Weck, S Doh, M Won, Y Zhang, D Bodganov, Y Wu, K Chen, ...
Machine Learning for Audio Workshop at NeurIPS 2023, 2023
192023
Song Describer: a Platform for Collecting Textual Descriptions of Music Recordings
I Manco, B Weck, P Tovstogan, M Won, D Bogdanov
ISMIR 2022 - Late-breaking/Demo (LBD), 2022
52022
Muchomusic: Evaluating music understanding in multimodal audio-language models
B Weck, I Manco, E Benetos, E Quinton, G Fazekas, D Bogdanov
arXiv preprint arXiv:2408.01337, 2024
42024
Foundation models for music: A survey
Y Ma, A Øland, A Ragni, BMS Del Sette, C Saitis, C Donahue, C Lin, ...
arXiv preprint arXiv:2408.14340, 2024
32024
Augment, Drop & Swap: Improving Diversity in LLM Captions for Efficient Music-Text Representation Learning
I Manco, J Salamon, O Nieto
arXiv preprint arXiv:2409.11498, 2024
2024
SERENADE: A Model for Human-in-the-loop Automatic Chord Estimation
HV Koops, G Micchi, I Manco, E Quinton
2023 4th International Symposium on the Internet of Sounds, 1-7, 2023
2023
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Articles 1–9