Towards Speech Emotion Recognition "in the wild" using Aggregated Corpora and Deep Multi-Task Learning

Jaebok  Kim; Gwenn  Englebienne; Khiet P. Truong; Vanessa  Evers

doi:10.21437/Interspeech.2017

Towards Speech Emotion Recognition "in the wild" using Aggregated Corpora and Deep Multi-Task Learning

Jaebok Kim, Gwenn Englebienne, Khiet P. Truong, Vanessa Evers

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

72 Citations (Scopus)

404 Downloads (Pure)

Original language	English
Title of host publication	Interspeech 2017
Subtitle of host publication	20-24 August 2017, Stockholm
Publisher	International Speech Communication Association (ISCA)
Pages	1113-1117
Number of pages	5
DOIs	https://doi.org/10.21437/Interspeech.2017
Publication status	Published - 2017
Event	18th Annual Conference of the International Speech Communication Association, INTERSPEECH 2017: Situated interaction - Stockholm, Sweden Duration: 20 Aug 2017 → 24 Aug 2017 Conference number: 18 http://www.interspeech2017.org/

Conference

Conference	18th Annual Conference of the International Speech Communication Association, INTERSPEECH 2017
Abbreviated title	INTERSPEECH
Country/Territory	Sweden
City	Stockholm
Period	20/08/17 → 24/08/17
Internet address	http://www.interspeech2017.org/

Keywords

speech emotion detection
deep learning
multi-task learning

Access to Document

10.21437/Interspeech.2017Licence: Unspecified

Kim2017towardsFinal published version, 752 KB

http://www.isca-speech.org/archive/Interspeech_2017/pdfs/0736.PDF

Cite this

@inproceedings{a032a8416e7a4e9ab80924a81cbd8160,

title = "Towards Speech Emotion Recognition {"}in the wild{"} using Aggregated Corpora and Deep Multi-Task Learning",

keywords = "speech emotion detection, deep learning, multi-task learning",

author = "Jaebok Kim and Gwenn Englebienne and Truong, {Khiet P.} and Vanessa Evers",

year = "2017",

doi = "10.21437/Interspeech.2017",

language = "English",

pages = "1113--1117",

booktitle = "Interspeech 2017",

publisher = "International Speech Communication Association (ISCA)",

note = "18th Annual Conference of the International Speech Communication Association, INTERSPEECH 2017 : Situated interaction, INTERSPEECH ; Conference date: 20-08-2017 Through 24-08-2017",

url = "http://www.interspeech2017.org/",

}

Kim, J, Englebienne, G , Truong, KP & Evers, V 2017, Towards Speech Emotion Recognition "in the wild" using Aggregated Corpora and Deep Multi-Task Learning. in Interspeech 2017: 20-24 August 2017, Stockholm . International Speech Communication Association (ISCA), pp. 1113-1117, 18th Annual Conference of the International Speech Communication Association, INTERSPEECH 2017, Stockholm, Sweden, 20/08/17. https://doi.org/10.21437/Interspeech.2017

Towards Speech Emotion Recognition "in the wild" using Aggregated Corpora and Deep Multi-Task Learning. / Kim, Jaebok ; Englebienne, Gwenn ; Truong, Khiet P. et al.
Interspeech 2017: 20-24 August 2017, Stockholm . International Speech Communication Association (ISCA), 2017. p. 1113-1117.

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

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T1 - Towards Speech Emotion Recognition "in the wild" using Aggregated Corpora and Deep Multi-Task Learning

AU - Kim, Jaebok

AU - Englebienne, Gwenn

AU - Truong, Khiet P.

AU - Evers, Vanessa

N1 - Conference code: 18

PY - 2017

Y1 - 2017

KW - speech emotion detection

KW - deep learning

KW - multi-task learning

U2 - 10.21437/Interspeech.2017

DO - 10.21437/Interspeech.2017

M3 - Conference contribution

SP - 1113

EP - 1117

BT - Interspeech 2017

PB - International Speech Communication Association (ISCA)

T2 - 18th Annual Conference of the International Speech Communication Association, INTERSPEECH 2017

Y2 - 20 August 2017 through 24 August 2017

ER -