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Speech Emotion Recognition with Multi-Task Learning

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References

2019Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers725 cited
2018Speech emotion recognition547 cited
2017Efficient Emotion Recognition from Speech Using Deep Learning on Spectrograms422 cited
2020Clustering-Based Speech Emotion Recognition by Incorporating Learned Features and Deep BiLSTM402 cited
2011Emotion recognition using a hierarchical binary decision tree approach355 cited
2003EMOTION RECOGNITION BY SPEECH SIGNAL337 cited
2010Emotion Recognition of Affective Speech Based on Multiple Classifiers Using Acoustic-Prosodic Information and Semantic Labels267 cited
2019Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning197 cited
2020Speech Emotion Recognition with Dual-Sequence LSTM Architecture162 cited
2005Speaker independent emotion recognition by early fusion of acoustic and linguistic features within ensembles141 cited
2019Speech Emotion Recognition Using Capsule Networks125 cited

Cited by

2025Speech Emotion Recognition via CNN-Transformer and multidimensional attention mechanism66 cited
2023Speech emotion recognition based on Graph-LSTM neural network59 cited
2022ISNet: Individual Standardization Network for Speech Emotion Recognition

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58 cited

2022Fusing ASR Outputs in Joint Training for Speech Emotion Recognition57 cited

2022Evaluating Self-Supervised Speech Representations for Speech Emotion Recognition45 cited