To the best of our knowledge, this is the first work to incorporate model explainability into an SER framework. The source code of this paper is publicly available via this https://github.com/alaaNfissi/Unveiling-Hidden-Factors-Explainable-AI-for-Feature-Boosting-in-Speech-Emotion-Recognition....
Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别 svmcnnlstmmlpopensmilespeech-emotion-recognition UpdatedMar 25, 2023 Python ddlBoJack/emotion2vec Star823 Code Issues Pull requests [ACL 2024] Official PyTorch code for extracting features and training downstream mo...
However, in human–machine interactions, detecting human emotion can be a challenge. To improve this interaction, Speech Emotion Recognition (SER) has emerged, with the goal of recognizing emotions solely through vocal intonation. In this work, we propose a SER system based on deep learning ...
This repository contains the source code used in the following paper, Attentive Modality Hopping Mechanism for Speech Emotion Recognition,[paper] [Notice] I recently found that I use the "precision" metric for the model evaluation. When I change the metric from "precision" to "accuracy," models...
Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine,程序员大本营,技术文章内容聚合第一站。
文章链接:Learning Speech Emotion Representations in the Quaternion Domain source code:github.com/ispamm/rhemo. Advantage: RH-emo: quaternion emotion (real-valued + quaternion-valued) + QCNN data augmentation (data scarcity) multidirectional correlation: (4 dataset + 3 model) pretrain autoencoder ...
沧海一声笑/emotion-recognition-using-speech 代码Issues0Pull Requests0Wiki统计流水线 服务 加入Gitee 与超过 1200万 开发者一起发现、参与优秀开源项目,私有仓库也完全免费 :) 免费加入 已有帐号?立即登录 分支(1) 管理 管理 克隆/下载 HTTPSSSHSVNSVN+SSH ...
SpeechBrain is anopen-sourceandall-in-oneconversational AI toolkit based on PyTorch. The goal is to create asingle,flexible, anduser-friendlytoolkit that can be used to easily developstate-of-the-art speech technologies, including systems forspeech recognition,speaker recognition,speech enhancement,spe...
132 papers with code • 15 benchmarks • 20 datasets Speech Emotion Recognition is a task of speech processing and computational paralinguistics that aims to recognize and categorize the emotions expressed in spoken language. The goal is to determine the emotional state of a speaker, such as ...
Speech emotion recognition is a challenging task, and extensive reliance has been placed on models that use audio features in building well-performing classifiers. In this paper, we propose a novel deep dual recurrent encoder model that utilizes text data and audio signals simultaneously to obtain ...