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- W4385377103 abstract "Speech emotion recognition (SER) facilitates better interpersonal communication. Emotion is normally present in conversation in many forms, such as speech and text. However, existing emotion recognition systems use only features of a single modality for emotion recognition, ignoring the interaction of multimodal information. Therefore, in our study, we propose a global-aware cross-modal feature fusion network for recognizing emotions in conversations. We introduce a residual cross-modal fusion attention module (ResCMFA) and a global-aware block to fuse information from multiple modalities and capture global information. More specifically, we first use transfer learning to extract wav2vec 2.0 features and text features that are fused by the ResCMFA module. Then, multimodal features are fed into the global-aware block to capture the most important emotional information on a global scale. Finally, extensive experiments on the IEMOCAP dataset have shown that our proposed algorithm has significant advantages over state-of-the-art methods." @default.
- W4385377103 created "2023-07-30" @default.
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- W4385377103 date "2023-01-01" @default.
- W4385377103 modified "2023-09-25" @default.
- W4385377103 title "Speech Emotion Recognition Using Global-Aware Cross-Modal Feature Fusion Network" @default.
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- W4385377103 doi "https://doi.org/10.1007/978-981-99-4742-3_17" @default.
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