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Research

Publications: Miss Ilaria Manco

Weck B, Manco I, Benetos E, QUINTON E, Fazekas G, Bogdanov D ( 2024 ) . MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models . Conference: 25th International Society for Music Information Retrieval Conference (ISMIR) ( San Francisco, CA, USA ) from: 10/11/2024 to: 14/11/2024 ,
Manco I, Weck B, Doh S, Won M, Zhang Y, Bodganov D, Wu Y, Chen K et al. ( 2023 ) . The Song Describer dataset: a corpus of audio captions for music-and-language evaluation . Conference: NeurIPS Machine Learning for Audio Workshop ( New Orleans, USA ) from: 16/12/2023 to: 16/12/2023 ,
Koops HV, Micchi G, Manco I, Quinton E ( 2023 ) . SERENADE: A Model for Human-in-the-loop Automatic Chord Estimation . Conference: 2023 4th International Symposium on the Internet of Sounds vol. 00 , 1 - 7 .
Manco I, Benetos E, QUINTON E, Fazekas G ( 2022 ) . Contrastive audio-language learning for music . https://ismir2022.ismir.net/ . Conference: 23rd International Society for Music Information Retrieval Conference (ISMIR) ( Bengaluru, India ) from: 04/12/2022 to: 08/12/2022 ,
Manco I, Benetos E, Quinton E, Fazekas G ( 2022 ) . Learning music audio representations via weak language supervision . Conference: 2022 IEEE International Conference on Acoustics, Speech and Signal Processing ( Singapore ) from: 22/05/2022 to: 27/05/2022 , 456 - 460 .
Manco I, Benetos E, Quinton E, Fazekas G ( 2021 ) . MusCaps: generating captions for music audio . Conference: International Joint Conference on Neural Networks (IJCNN) from: 18/07/2021 to: 22/07/2021 ,