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Emotion Recognition from Variable-Length Speech Segments Using Deep Learning on Spectrograms

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References

2010Survey on speech emotion recognition: Features, classification schemes, and databases2,076 cited
2016Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network905 cited
2014Speech emotion recognition using deep neural network and extreme learning machine822 cited
2017Efficient Emotion Recognition from Speech Using Deep Learning on Spectrograms422 cited
2014Speech Emotion Recognition Using CNN416 cited
2015High-level feature representation using recurrent neural network for speech emotion recognition406 cited
2017Emotion Recognition From Speech With Recurrent Neural Networks125 cited

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2020Enabling Intelligent Environment by the Design of Emotionally Aware Virtual Assistant: A Case of Smart Campus67 cited
2023Audio–Visual Fusion for Emotion Recognition in the Valence–Arousal Space Using Joint Cross-Attention62 cited
2020

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Group Gated Fusion on Attention-Based Bidirectional Alignment for Multimodal Emotion Recognition

61 cited

2021Improved Speech Emotion Recognition using Transfer Learning and Spectrogram Augmentation58 cited

2022Multi-Classifier Interactive Learning for Ambiguous Speech Emotion Recognition58 cited

2021Cross Attentional Audio-Visual Fusion for Dimensional Emotion Recognition55 cited

2021Convolutional-Recurrent Neural Networks With Multiple Attention Mechanisms for Speech Emotion Recognition49 cited

2019An Ensemble Model for Multi-Level Speech Emotion Recognition48 cited

2021Multi-View Speech Emotion Recognition Via Collective Relation Construction40 cited