Multimodal Approaches to Speaker State Identification: Emotion, Sentiment, and Novel Modalities
Bachman
Broschiertes Buch

Multimodal Approaches to Speaker State Identification: Emotion, Sentiment, and Novel Modalities

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Multimodal Approaches to Speaker State Identification: Emotion, Sentiment, and Novel Modalities explores cutting-edge methods for identifying speaker states using diverse data inputs. Beyond traditional emotions, this research integrates new modalities such as gesture recognition, facial expression analysis, and linguistic patterns to capture subtle nuances in sentiment, attitude, and cognitive states. By combining audio, visual, and textual data, advanced machine learning techniques and deep learning models are leveraged to enhance accuracy and reliability in real-time identification. The stu...