Towards enhancing emotion recognition via multimodal framework

C. Akalya Devi; D. Karthika Renuka; G. Pooventhiran; D. Harish; Shweta Yadav; Krishnaprasad Thirunarayan

doi:10.3233/JIFS-220280

Towards enhancing emotion recognition via multimodal framework

C. Akalya Devi, D. Karthika Renuka, G. Pooventhiran, D. Harish, Shweta Yadav, Krishnaprasad Thirunarayan

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	2455-2470
Number of pages	16
Journal	Journal of Intelligent and Fuzzy Systems
Volume	44
Issue number	2
DOIs	https://doi.org/10.3233/JIFS-220280
State	Published - 2023
Externally published	Yes

ASJC Scopus Subject Areas

Statistics and Probability
General Engineering
Artificial Intelligence

Keywords

BERT
CNN-LSTM
DCCA
Emotion recognition
time-distributed models

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10.3233/JIFS-220280

Cite this

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title = "Towards enhancing emotion recognition via multimodal framework",

keywords = "BERT, CNN-LSTM, DCCA, Emotion recognition, time-distributed models",

author = "{Akalya Devi}, C. and {Karthika Renuka}, D. and G. Pooventhiran and D. Harish and Shweta Yadav and Krishnaprasad Thirunarayan",

year = "2023",

doi = "10.3233/JIFS-220280",

language = "English",

volume = "44",

pages = "2455--2470",

journal = "Journal of Intelligent and Fuzzy Systems",

issn = "1064-1246",

number = "2",

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T1 - Towards enhancing emotion recognition via multimodal framework

AU - Akalya Devi, C.

AU - Karthika Renuka, D.

AU - Pooventhiran, G.

AU - Harish, D.

AU - Yadav, Shweta

AU - Thirunarayan, Krishnaprasad

PY - 2023

Y1 - 2023

KW - BERT

KW - CNN-LSTM

KW - DCCA

KW - Emotion recognition

KW - time-distributed models

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U2 - 10.3233/JIFS-220280

DO - 10.3233/JIFS-220280

M3 - Article

AN - SCOPUS:85148109775

SN - 1064-1246

VL - 44

SP - 2455

EP - 2470

JO - Journal of Intelligent and Fuzzy Systems

JF - Journal of Intelligent and Fuzzy Systems

IS - 2

ER -

Towards enhancing emotion recognition via multimodal framework

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this