Publications: Miss Ilaria Manco
Weck B, Manco I, Benetos E, QUINTON E
(
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
,
Ma Y, Øland A, Ragni A, Del Sette BM, Saitis C, Donahue C, Lin C, Plachouras C et al.
(
2024
)
.
Foundation Models for Music: A Survey
.
(
2024
)
.
AUGMENT, DROP & SWAP: IMPROVING DIVERSITY IN LLM CAPTIONS FOR EFFICIENT MUSIC-TEXT REPRESENTATION LEARNING
.
Proceedings of the International Society for Music Information Retrieval Conference
vol.
2024
,
938
-
945
.
Manco I, Weck B, Doh S, Won M, Bodganov D, Wu Y, Tovstogan P, Benetos E 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
(
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, 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
(
2022
)
.
Contrastive Audio-Language Learning for Music
.
Manco I, Benetos E, Quinton E
(
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
(
2021
)
.
MusCaps: generating captions for music audio
.
Conference:
International Joint Conference on Neural Networks (IJCNN)
from:
18/07/2021
to:
22/07/2021
,