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In-depth analysis of artificial intelligence techniques for emotion detection: State-of-the-art, approaches, and perspectives

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Machine learning models: Machine learning models, such as support vector machines, recurrent neural networks, and convolutional neural networks, are used to predict emotional states from the acoustic and prosodic features extracted from the voice.