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Speech Emotion Recognition Based on Parallel CNN-Attention Networks with Multi-Fold Data Augmentation

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References

2001Emotion recognition in human-computer interaction2,610 cited
2018The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English1,898 cited
2017Automatic speech emotion recognition using recurrent neural networks with local attention769 cited
2019Speech Emotion Recognition Using Deep Learning Techniques: A Review689 cited
2020Speech emotion recognition with deep convolutional neural networks621 cited
2021Emotion Recognition from Speech Using wav2vec 2.0 Embeddings388 cited
2021A Comprehensive Review of Speech Emotion Recognition Systems380 cited
2019Speech Emotion Classification Using Attention-Based LSTM282 cited
2016Emotion Communication System150 cited
2015Implementation and Comparison of Speech Emotion Recognition System Using Gaussian Mixture Model (GMM) and K- Nearest Neighbor (K-NN) Techniques127 cited
2021Speech Emotion Recognition with Multi-Task Learning124 cited
2017Speech emotion recognition with deep learning107 cited
2020DNN-HMM-Based Speaker-Adaptive Emotion Recognition Using MFCC and Epoch-Based Features87 cited
2020Speech Sentiment Analysis via Pre-Trained Features from End-to-End ASR Models79 cited

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2021Speech emotion recognition based on SVM and KNN classifications fusion78 cited

2019Convolutional Neural Network (CNN) Based Speech-Emotion Recognition72 cited

Cited by

2023A Deep Learning Approach for Speech Emotion Recognition Optimization Using Meta-Learning33 cited
2025Evaluating raw waveforms with deep learning frameworks for speech emotion recognition33 cited
2024Analyzing the influence of different speech data corpora and speech features on speech emotion recognition: A review32 cited