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Improving Domain Generalization in Speech Emotion Recognition with Whisper
IEEE International Conference on Acoustics, Speech, and Signal ProcessingTransformers have been used successfully in a variety of settings, including Speech Emotion Recognition (SER). However, use of the latest transformer base models in domain generalization (DG) settings has mostly been unexplored or only weakly explored ...
Erik Goron +3 more
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SERC-GCN: Speech Emotion Recognition In Conversation Using Graph Convolutional Networks
IEEE International Conference on Acoustics, Speech, and Signal ProcessingSpeech 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.
Deeksha Chandola +3 more
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Enhancements in Immediate Speech Emotion Detection: Harnessing Prosodic and Spectral Characteristics
International Journal of Innovative Science and Research TechnologySpeech is essential to human communication for expressing and understanding feelings. Emotional speech processing has challenges with expert data sampling, dataset organization, and computational complexity in large-scale analysis.
Zewar Shah, Shan Zhiyong, Adnan
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Speech Communication, 2020
Speech is the most natural way of expressing ourselves as humans. It is only natural then to extend this communication medium to computer applications. We define speech emotion recognition (SER) systems as a collection of methodologies that process and ...
Mehmet Berkehan Akçay, Kaya Oğuz
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Speech is the most natural way of expressing ourselves as humans. It is only natural then to extend this communication medium to computer applications. We define speech emotion recognition (SER) systems as a collection of methodologies that process and ...
Mehmet Berkehan Akçay, Kaya Oğuz
semanticscholar +1 more source
Speech emotion recognition using MFCC-based entropy feature
Signal, Image and Video Processing, 2023S. Mishra, Pankaj Warule, S. Deb
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Speech Emotion Recognition: A Comprehensive Survey
Wireless personal communications, 2023Mohammed Jawad Al-dujaili +1 more
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Survey on speech emotion recognition: Features, classification schemes, and databases
Pattern Recognition, 2011Moataz M. H. El Ayadi +2 more
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Integrative oncology: Addressing the global challenges of cancer prevention and treatment
Ca-A Cancer Journal for Clinicians, 2022Jun J Mao,, Msce +2 more
exaly
MSER: Multimodal speech emotion recognition using cross-attention with deep fusion
Expert systems with applications, 2023Mustaqeem Khan +3 more
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An efficient speech emotion recognition based on a dual-stream CNN-transformer fusion network
International Journal of Speech Technology, 2023Mohammed Tellai, L. Gao, Qi-rong Mao
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