Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning

Benno Weck; Xavier Favory; Konstantinos Drosos; Xavier Serra

doi:10.5281/zenodo.5770113

Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning

Benno Weck, Xavier Favory, Konstantinos Drosos, Xavier Serra

Computing Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	Proceedings of the 6th Workshop on Detection and Classication of Acoustic Scenes and Events (DCASE 2021)
Editors	Frederic Font, Annamaria Mesaros, Daniel P.W. Ellis, Eduardo Fonseca, Magdalena Fuentes, Benjamin Elizalde
Pages	60-64
ISBN (Electronic)	978-84-09-36072-7
DOIs	https://doi.org/10.5281/zenodo.5770113
Publication status	Published - 15 Nov 2021
Publication type	A4 Article in a conference publication
Event	Detection and Classication of Acoustic Scenes and Events - , Spain Duration: 15 Nov 2021 → 19 Nov 2021

Conference

Conference	Detection and Classication of Acoustic Scenes and Events
Country/Territory	Spain
Period	15/11/21 → 19/11/21

Publication forum classification

Publication forum level 0

Access to Document

10.5281/zenodo.5770113Licence: CC BY

DCASE2021Workshop_Weck_25Final published version, 451 KBLicence: CC BY

https://urn.fi/URN:NBN:fi:tuni-202203012250Licence: CC BY

Cite this

Weck, B., Favory, X., Drosos, K., & Serra, X. (2021). Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. In F. Font, A. Mesaros, D. P.W. Ellis, E. Fonseca, M. Fuentes, & B. Elizalde (Eds.), Proceedings of the 6th Workshop on Detection and Classication of Acoustic Scenes and Events (DCASE 2021) (pp. 60-64) https://doi.org/10.5281/zenodo.5770113

Weck, Benno ; Favory, Xavier ; Drosos, Konstantinos ; Serra, Xavier. / Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. Proceedings of the 6th Workshop on Detection and Classication of Acoustic Scenes and Events (DCASE 2021). editor / Frederic Font ; Annamaria Mesaros ; Daniel P.W. Ellis ; Eduardo Fonseca ; Magdalena Fuentes ; Benjamin Elizalde. 2021. pp. 60-64

@inproceedings{00da042693d746fabe811133481356f9,

title = "Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning",

author = "Benno Weck and Xavier Favory and Konstantinos Drosos and Xavier Serra",

year = "2021",

month = nov,

day = "15",

doi = "10.5281/zenodo.5770113",

language = "English",

pages = "60--64",

editor = "Frederic Font and Annamaria Mesaros and {P.W. Ellis}, Daniel and Eduardo Fonseca and Magdalena Fuentes and Benjamin Elizalde",

booktitle = "Proceedings of the 6th Workshop on Detection and Classication of Acoustic Scenes and Events (DCASE 2021)",

note = "Detection and Classication of Acoustic Scenes and Events ; Conference date: 15-11-2021 Through 19-11-2021",

}

Weck, B, Favory, X, Drosos, K & Serra, X 2021, Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. in F Font, A Mesaros, D P.W. Ellis, E Fonseca, M Fuentes & B Elizalde (eds), Proceedings of the 6th Workshop on Detection and Classication of Acoustic Scenes and Events (DCASE 2021). pp. 60-64, Detection and Classication of Acoustic Scenes and Events, Spain, 15/11/21. https://doi.org/10.5281/zenodo.5770113

Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. / Weck, Benno; Favory, Xavier; Drosos, Konstantinos; Serra, Xavier.

Proceedings of the 6th Workshop on Detection and Classication of Acoustic Scenes and Events (DCASE 2021). ed. / Frederic Font; Annamaria Mesaros; Daniel P.W. Ellis; Eduardo Fonseca; Magdalena Fuentes; Benjamin Elizalde. 2021. p. 60-64.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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T1 - Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning

AU - Weck, Benno

AU - Favory, Xavier

AU - Drosos, Konstantinos

AU - Serra, Xavier

PY - 2021/11/15

Y1 - 2021/11/15

U2 - 10.5281/zenodo.5770113

DO - 10.5281/zenodo.5770113

M3 - Conference contribution

SP - 60

EP - 64

BT - Proceedings of the 6th Workshop on Detection and Classication of Acoustic Scenes and Events (DCASE 2021)

A2 - Font, Frederic

A2 - Mesaros, Annamaria

A2 - P.W. Ellis, Daniel

A2 - Fonseca, Eduardo

A2 - Fuentes, Magdalena

A2 - Elizalde, Benjamin

T2 - Detection and Classication of Acoustic Scenes and Events

Y2 - 15 November 2021 through 19 November 2021

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Weck B, Favory X, Drosos K, Serra X. Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. In Font F, Mesaros A, P.W. Ellis D, Fonseca E, Fuentes M, Elizalde B, editors, Proceedings of the 6th Workshop on Detection and Classication of Acoustic Scenes and Events (DCASE 2021). 2021. p. 60-64 https://doi.org/10.5281/zenodo.5770113