Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems
Code (0)
등록된 구현이 없습니다.
Tasks
Dialogue ManagementEmotion RecognitionFeature EngineeringSentiment AnalysisSpeech RecognitionSimilar Papers 제목 키워드 기반
Sentiment-Aware Automatic Speech Recognition pre-training for enhanced Speech Emotion Recognition
We propose a novel multi-task pre-training method for Speech Emotion Recognition (SER). We pre-train SER model simultaneously on Automatic Speech Recognition (ASR) and sentiment classification tasks to make the acoustic …
Automatic Speech RecognitionAutomatic Speech Recognition (ASR)ClassificationEmotion Recognition+5Zara: A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition
Zara, or {`}Zara the Supergirl{'} is a virtual robot, that can exhibit empathy while interacting with an user, with the aid of its built in facial and emotion recognition, sentiment analysis, and speech module. At the en…
Emotion RecognitionFeature EngineeringSentiment Analysisspeech-recognition+1Multimodal Emotion Recognition and Sentiment Analysis in Multi-Party Conversation Contexts
Emotion recognition and sentiment analysis are pivotal tasks in speech and language processing, particularly in real-world scenarios involving multi-party, conversational data. This paper presents a multimodal approach t…
Emotion RecognitionMultimodal Emotion RecognitionSentiment AnalysisIncorporating End-to-End Speech Recognition Models for Sentiment Analysis
Previous work on emotion recognition demonstrated a synergistic effect of combining several modalities such as auditory, visual, and transcribed text to estimate the affective state of a speaker. Among these, the linguis…
Automatic Speech RecognitionAutomatic Speech Recognition (ASR)Emotion RecognitionSentiment Analysis+3Speech Emotion Recognition via Entropy-Aware Score Selection
In this paper, we propose a multimodal framework for speech emotion recognition that leverages entropy-aware score selection to combine speech and textual predictions. The proposed method integrates a primary pipeline th…
Speech Emotion RecognitionSentiment Analysis