Ilaria Manco

According to our database, Ilaria Manco authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Augment, Drop & Swap: Improving Diversity in LLM Captions for Efficient Music-Text Representation Learning.

Ilaria Manco, Justin Salamon, Oriol Nieto

CoRR, 2024

Foundation Models for Music: A Survey.

Yinghao Ma, Anders Øland, Anton Ragni, Bleiz Macsen Del Sette, Charalampos Saitis, Chris Donahue, Chenghua Lin, Christos Plachouras, Emmanouil Benetos, Elio Quinton, Elona Shatri, Fabio Morreale, Ge Zhang, György Fazekas, Gus Xia, Huan Zhang, Ilaria Manco, Jiawen Huang, Julien Guinot, Liwei Lin, Luca Marinelli, Max W. Y. Lam, Megha Sharma, Qiuqiang Kong, Roger B. Dannenberg, Ruibin Yuan, Shangda Wu, Shih-Lun Wu, Shuqi Dai, Shun Lei, Shiyin Kang, Simon Dixon, Wenhu Chen, Wenhao Huang, Xingjian Du, Xingwei Qu, Xu Tan, Yizhi Li, Zeyue Tian, Zhiyong Wu, Zhizheng Wu, Ziyang Ma, Ziyu Wang

CoRR, 2024

MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models.

Benno Weck, Ilaria Manco, Emmanouil Benetos, Elio Quinton, George Fazekas, Dmitry Bogdanov

CoRR, 2024

2023

The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation.

Ilaria Manco, Benno Weck, Seungheon Doh, Minz Won, Yixiao Zhang, Dmitry Bogdanov, Yusong Wu, Ke Chen, Philip Tovstogan, Emmanouil Benetos, Elio Quinton, György Fazekas, Juhan Nam

CoRR, 2023

SERENADE: A Model for Human-in-the-loop Automatic Chord Estimation.

Hendrik Vincent Koops, Gianluca Micchi, Ilaria Manco, Elio Quinton

Proceedings of the 2023 4th International Symposium on the Internet of Sounds, 2023

2022

Contrastive Audio-Language Learning for Music.

Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas

CoRR, 2022

Contrastive Audio-Language Learning for Music.

Ilaria Manco, Emmanouil Benetos, Elio Quinton, George Fazekas

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Learning Music Audio Representations Via Weak Language Supervision.

Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

MusCaps: Generating Captions for Music Audio.

Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas

Proceedings of the International Joint Conference on Neural Networks, 2021