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Speech Emotion Recognition

9 papers with code · Speech
Subtask of Emotion Recognition

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Multimodal Speech Emotion Recognition Using Audio and Text

10 Oct 2018david-yoon/multimodal-speech-emotion

Speech emotion recognition is a challenging task, and extensive reliance has been placed on models that use audio features in building well-performing classifiers.

EMOTION CLASSIFICATION MULTIMODAL EMOTION RECOGNITION MULTIMODAL SENTIMENT ANALYSIS SPEECH EMOTION RECOGNITION

The Emotional Voices Database: Towards Controlling the Emotion Dimension in Voice Generation Systems

25 Jun 2018numediart/EmoV-DB

In this paper, we present a database of emotional speech intended to be open-sourced and used for synthesis and generation purpose.

SPEECH EMOTION RECOGNITION SPEECH SYNTHESIS TEXT-TO-SPEECH SYNTHESIS

Multimodal Speech Emotion Recognition and Ambiguity Resolution

12 Apr 2019Demfier/multimodal-speech-emotion-recognition

In this work, we adopt a feature-engineering based approach to tackle the task of speech emotion recognition.

FEATURE ENGINEERING MULTIMODAL EMOTION RECOGNITION SPEECH EMOTION RECOGNITION

Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages

15 Dec 2018siddiquelatif/URDU-Dataset

Cross-lingual speech emotion recognition is an important task for practical applications.

SPEECH EMOTION RECOGNITION

Attention Based Fully Convolutional Network for Speech Emotion Recognition

5 Jun 2018Speech-VINO/SER

In this paper, we present a novel attention based fully convolutional network for speech emotion recognition.

SPEECH EMOTION RECOGNITION TRANSFER LEARNING

Attentive Modality Hopping Mechanism for Speech Emotion Recognition

29 Nov 2019david-yoon/attentive-modality-hopping-for-SER

In this work, we explore the impact of visual modality in addition to speech and text for improving the accuracy of the emotion detection system.

EMOTION CLASSIFICATION MULTIMODAL EMOTION RECOGNITION SPEECH EMOTION RECOGNITION

An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs

ICASSP 2019 30stomercury/Interaction-aware_Attention_Network

In this work, we propose an interaction-aware attention network (IAAN) that incorporate contextual information in the learned vocal representation through a novel attention mechanism.

SPEECH EMOTION RECOGNITION

Attention-Augmented End-to-End Multi-Task Learning for Emotion Prediction from Speech

29 Mar 201916631140828/Paper-list

Despite the increasing research interest in end-to-end learning systems for speech emotion recognition, conventional systems either suffer from the overfitting due in part to the limited training data, or do not explicitly consider the different contributions of automatically learnt representations for a specific task.

MULTI-TASK LEARNING SPEECH EMOTION RECOGNITION