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Manos Papagelis

2 accepted papers

2024

SERC-GCN: Speech Emotion Recognition In Conversation Using Graph Convolutional Networks

ICASSP 2024accepted

Speech emotion recognition (SER) is the task of automatically recognizing emotions expressed in spoken language. Current approaches focus on analyzing isolated speech segments to identify a speaker’s emotional state. Meanwhile, recent text-based emotion recognition methods have effectively shifted t…

Cited by 0SourceScholar
2020

Affective and Contextual Embedding for Sarcasm Detection

COLING 2020main

Automatic sarcasm detection from text is an important classification task that can help identify the actual sentiment in user-generated data, such as reviews or tweets. Despite its usefulness, sarcasm detection remains a challenging task, due to a lack of any vocal intonation or facial gestures in t…