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SotA/Audio/Emotion Recognition

Emotion Recognition

101 benchmarks2041 papers

Emotion Recognition is an important area of research to enable effective human-computer interaction. Human emotions can be detected using speech signal, facial expressions, body language, and electroencephalography (EEG). <span class="description-source">Source: Using Deep Autoencoders for Facial Expression Recognition </span>

Benchmarks

Emotion Recognition on MELD

Weighted-F1AccuracyWeighted F1Micro-F1Balanced Accuracy

Emotion Recognition on IEMOCAP

Weighted-F1AccuracyMacro-F1WAWA CVUAUA CVMicro-F1Weighted F1F1

Emotion Recognition on EmoryNLP

Weighted-F1Micro-F1

Emotion Recognition on DailyDialog

Micro-F1Macro F1Weighted F1

Emotion Recognition on IEMOCAP-4

AccuracyWeighted F1F1Weighted Recall

Emotion Recognition on CPED

Accuracy of SentimentMacro-F1 of Sentiment

Emotion Recognition on CREMA-D

AccuracyWAR

Emotion Recognition on EC

Micro-F1

Emotion Recognition on EMOTIC

mAPTop-3 Accuracy (%)

Emotion Recognition on HUME-VB

Concordance correlation coefficient (CCC)Average Recall

Emotion Recognition on CMU-MOSEI-Sentiment

Weighted F1Accuracy

Emotion Recognition on ECE

F1

Emotion Recognition on Ekman6

Accuracy

Emotion Recognition on EmoWoz

Macro F1Macro F1 (w/o Neutral)Weighted F1 (w/o Neutral)Weighted F1

Emotion Recognition on Emomusic

EmoAEmoV

Emotion Recognition on MSP-Podcast (Activation)

CCC

Emotion Recognition on MSP-Podcast (Dominance)

CCC

Emotion Recognition on MSP-Podcast (Valence)

CCC

Emotion Recognition on BERSt

Unweighted Accuracy (UA)Weighted Accuracy (WA)

Emotion Recognition on BoLD

Average mAPAUC

Emotion Recognition on CAER

Accuracy

Emotion Recognition on RESD

Weighted Accuracy (WA)Unweighted Accuracy (UA)Weighted F1

Emotion Recognition on SEMAINE

MAE (Valence)MAE (Arousal)MAE (Expectancy)MAE (Power)

Emotion Recognition on CMU-MOSEI-Sentiment-3

Weighted F1Accuracy

Emotion Recognition on ECPE-FanSplit

F1

Emotion Recognition on JAFFE

Accuracy

Emotion Recognition on MELD-Sentiment

Weighted F1Accuracy

Emotion Recognition on RAVDESS

AccuracyF1 ScorePrecisionRecallF1WAR

Emotion Recognition on SEED-IV

Accuracy

Emotion Recognition on CAER-Dynamic

Accuracy

Emotion Recognition on CMU-MOSI

F1 score

Emotion Recognition on Dusha Crowd

Macro F1UAWA

Emotion Recognition on Dusha Podcast

Macro F1UAWA

Emotion Recognition on EMODB

1:1 Accuracy

Emotion Recognition on EmoDB Dataset

AccuracyF1

Emotion Recognition on EmoWOZ

Macro F1

Emotion Recognition on EmotionPush

Unweighted AccuracyWeighted Accuracy

Emotion Recognition on Expressive hands and faces dataset (EHF).

v2v error

Emotion Recognition on KD-EmoR

F1 (micro)

Emotion Recognition on LSSED

Unweighted Accuracy (UA)

Emotion Recognition on MEEG

AccuracyF1

Emotion Recognition on MPED

Accuracy

Emotion Recognition on MSP-IMPROV

UA

Emotion Recognition on MSP-Podcast

Concordance correlation coefficient (CCC)

Emotion Recognition on MaSaC_ERC

F1-score (Weighted)

Emotion Recognition on Quechua-SER

CCC (Arousal)CCC (Valence)

Emotion Recognition on SEED

Accuracy

Emotion Recognition on ShEMO

Unweighted Accuracy

Emotion Recognition on คลิปคุณพ่อให้ลูกสาวยืมโทรศัพท์และความสนุกสนาน

1'"

Emotion Recognition on DEAP

Accuracy (10-fold)

Emotion Recognition on FER2013

5-class test accuracy