Aggregate or Separate: Learning From Multi-Annotator Noisy Labels for Best Classification Performance

Irene Martín-Morató; Paul Ahokas; Annamaria Mesaros

Aggregate or Separate: Learning From Multi-Annotator Noisy Labels for Best Classification Performance

Irene Martín-Morató, Paul Ahokas, Annamaria Mesaros

Tietotekniikka

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

17 Lataukset (Pure)

Alkuperäiskieli	Englanti
Otsikko	Proceedings of the 8th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2023)
Toimittajat	Magdalena Fuentes, Toni Heittola, Keisuke Imoto, Annamaria Mesaros, Archontis Politis, Romain Serizel, Tuomas Virtanen
Kustantaja	Tampere University
Sivut	106-110
ISBN (elektroninen)	978-952-03-3171-9
Tila	Julkaistu - 2023
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	Workshop on Detection and Classification of Acoustic Scenes and Events - Tampere, Suomi Kesto: 20 syysk. 2023 → 22 syysk. 2023

Conference

Conference	Workshop on Detection and Classification of Acoustic Scenes and Events
Maa/Alue	Suomi
Kaupunki	Tampere
Ajanjakso	20/09/23 → 22/09/23

Julkaisufoorumi-taso

Jufo-taso 1

Pääsy asiakirjaan

Aggregate or Separate Learning From Multi-Annotator Noisy Labels for Best Classification PerformanceFinal published version, 293 KBLisenssi: CC BY

https://urn.fi/URN:ISBN:978-952-03-3171-9Lisenssi: CC BY
https://urn.fi/URN:NBN:fi:tuni-202402212428Lisenssi: CC BY

Siteeraa tätä

Martín-Morató, I., Ahokas, P., & Mesaros, A. (2023). Aggregate or Separate: Learning From Multi-Annotator Noisy Labels for Best Classification Performance. teoksessa M. Fuentes, T. Heittola, K. Imoto, A. Mesaros, A. Politis, R. Serizel, & T. Virtanen (Toimittajat), Proceedings of the 8th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2023) (Sivut 106-110). Tampere University. https://urn.fi/URN:ISBN:978-952-03-3171-9

Martín-Morató, Irene ; Ahokas, Paul ; Mesaros, Annamaria. / Aggregate or Separate : Learning From Multi-Annotator Noisy Labels for Best Classification Performance. Proceedings of the 8th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2023). Toimittaja / Magdalena Fuentes ; Toni Heittola ; Keisuke Imoto ; Annamaria Mesaros ; Archontis Politis ; Romain Serizel ; Tuomas Virtanen. Tampere University, 2023. Sivut 106-110

@inproceedings{64347b31b5cf40db938676c3d326adc0,

title = "Aggregate or Separate: Learning From Multi-Annotator Noisy Labels for Best Classification Performance",

author = "Irene Mart{\'i}n-Morat{\'o} and Paul Ahokas and Annamaria Mesaros",

year = "2023",

language = "English",

pages = "106--110",

editor = "Magdalena Fuentes and Toni Heittola and Keisuke Imoto and Annamaria Mesaros and Archontis Politis and Romain Serizel and Tuomas Virtanen",

booktitle = "Proceedings of the 8th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2023)",

publisher = "Tampere University",

note = "Workshop on Detection and Classification of Acoustic Scenes and Events ; Conference date: 20-09-2023 Through 22-09-2023",

}

Martín-Morató, I, Ahokas, P & Mesaros, A 2023, Aggregate or Separate: Learning From Multi-Annotator Noisy Labels for Best Classification Performance. julkaisussa M Fuentes, T Heittola, K Imoto, A Mesaros, A Politis, R Serizel & T Virtanen (toim), Proceedings of the 8th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2023). Tampere University, Sivut 106-110, Workshop on Detection and Classification of Acoustic Scenes and Events, Tampere, Suomi, 20/09/23. <https://urn.fi/URN:ISBN:978-952-03-3171-9>

Aggregate or Separate: Learning From Multi-Annotator Noisy Labels for Best Classification Performance. / Martín-Morató, Irene; Ahokas, Paul; Mesaros, Annamaria.
Proceedings of the 8th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2023). toim. / Magdalena Fuentes; Toni Heittola; Keisuke Imoto; Annamaria Mesaros; Archontis Politis; Romain Serizel; Tuomas Virtanen. Tampere University, 2023. s. 106-110.

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

TY - GEN

T1 - Aggregate or Separate

T2 - Workshop on Detection and Classification of Acoustic Scenes and Events

AU - Martín-Morató, Irene

AU - Ahokas, Paul

AU - Mesaros, Annamaria

PY - 2023

Y1 - 2023

M3 - Conference contribution

SP - 106

EP - 110

BT - Proceedings of the 8th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2023)

A2 - Fuentes, Magdalena

A2 - Heittola, Toni

A2 - Imoto, Keisuke

A2 - Mesaros, Annamaria

A2 - Politis, Archontis

A2 - Serizel, Romain

A2 - Virtanen, Tuomas

PB - Tampere University

Y2 - 20 September 2023 through 22 September 2023

ER -

Martín-Morató I, Ahokas P, Mesaros A. Aggregate or Separate: Learning From Multi-Annotator Noisy Labels for Best Classification Performance. julkaisussa Fuentes M, Heittola T, Imoto K, Mesaros A, Politis A, Serizel R, Virtanen T, toimittajat, Proceedings of the 8th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2023). Tampere University. 2023. s. 106-110