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121 search results found

Mememoji ⭐ 721

A facial expression classification system that recognizes 6 basic emotions: happy, sad, surprise, fear, anger and neutral.

Agegenderdeeplearning ⭐ 516

Dl For Emo Tts ⭐ 350

💻 🤖 A summary on our attempts at using Deep Learning approaches for Emotional Text to Speech 🔈

Multimodal Speech Emotion Recognition ⭐ 337

Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)

Multimodal Emotion Recognition ⭐ 276

A real time Multimodal Emotion Recognition web app for text, sound and video inputs

Tweeteval ⭐ 218

Repository for TweetEval

Text Emotion Classification ⭐ 165

Archived - not answering issues

Computer_vision ⭐ 162

C/C++/Python based computer vision models using OpenPose, OpenCV, DLIB, Keras and Tensorflow libraries. Object Detection, Tracking, Face Recognition, Gesture, Emotion and Posture Recognition

Emobank ⭐ 154

This repository contains EmoBank, a large-scale text corpus manually annotated with emotion according to the psychological Valence-Arousal-Dominance scheme.

Multimodal Speech Emotion ⭐ 122

TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18

Audiostylenet ⭐ 117

This repository contains the code for my master thesis on Emotion-Aware Facial Animation

Face_and_emotion_detection ⭐ 116

Speech Emotion Classification With Pytorch ⭐ 100

This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.

Deep Surveillance Monitor Facial Emotion Age Gender Recognition System ⭐ 92

Computer Vision module for detecting emotion, age and gender of a person in any given image, video or real time webcam. A custom VGG16 model was developed and trained on open source facial datasets downloaded from Kaggle and IMDB. OpenCV,dlib & keras were used to aid facial detection and video processing. The final system can detect the emotion, age and gender of people in any given image, video or real time webcam

Speech Emotion Recognition ⭐ 78

Detecting emotions using MFCC features of human speech using Deep Learning

Tacotron2 Vae ⭐ 76

Implementation of "Learning Latent Representations for Style Control and Transfer in End-to-end Speech Synthesis"

Iemocap Emotion Detection ⭐ 69

Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.

Group Level Emotion Recognition ⭐ 67

Model submitted for the ICMI 2018 EmotiW Group-Level Emotion Recognition Challenge

Voice Emotion Detector ⭐ 62

Voice Emotion Detector that detects emotion from audio speech using one dimensional CNNs (convolutional neural networks) using keras and tensorflow on Jupyter Notebook.

Realtime Facial Emotion Analyzer ⭐ 59

Human Emotion Analysis using facial expressions in real-time from webcam feed. Based on the dataset from Kaggle's Facial Emotion Recognition Challenge.

Realtime Emotion Detection ⭐ 49

Realtime Emotion Detection Using Keras

XED multilingual emotion datasets

Emotion_recognition_cnn ⭐ 45

Speech_emotion_recognition ⭐ 42

Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.

Emotion Based Music Player ⭐ 39

This is a project using machine learning for detecting emotions based on the expression of the users. The interface is made up of HTML, CSS and JS, and the main code is of Python.

Facial Emotion Recognition Gluon ⭐ 36

Apache MXNet Gluon implementation for state of the art FER+ paper for Facial Emotion Recognition - https://arxiv.org/abs/1608.01041

PMEmo: A Dataset For Music Emotion Computing

Group Emotion Recognition ⭐ 30

Group Emotion Recognition using deep neural networks and Bayesian classifiers.

Happy And You Know It ⭐ 29

Facial Emotion Recognition using deep residual learning.

This is the official repository to release the code and datasets in the paper "Mining Dual Emotion for Fake News Detection", WWW 2021.

Eeg Emotion Recognition ⭐ 27

EEG data processing and it's convolution using AutoEncoder + CNN + RNN

Facial Expression Recognition With Keras ⭐ 27

Deep learning based facial expression recognizer. Recognizes 6 expresions

Face Detection And Facial Expression Recognition ⭐ 25

A systematic comparison of different machine learning & deep learning classification approaches applied to the problem of fully automatic recognition of Facial Expressions.

Voice_emotion ⭐ 24

Detecting emotion in voices

Seq2seqattn_ecm ⭐ 24

(TensorFlow) Sequence to sequence with attention model, emotion regressor, and Emotional Chatting Machine.

Speech_emotion_recognition ⭐ 23

In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifiers that uses machine learning algorithms has been used for decades in recognizing emotions from speech. However, in recent years, deep learning methods have taken the center stage and have gained popularity for their ability to perform well without any input hand-crafted features. Speech emotion on sets obtained from RAVDESS corpus is classified using a conven

EmoInt provides a high level wrapper to combine various word embeddings and creating ensembles from multiple trained models

Democlassi ⭐ 21

DEmoClassi stands for Demographic (age, gender, race) and Emotions (happy, sad, angry, ...) Classification from face images, using deep learning.

Eeg_emotion_classifier_deap ⭐ 20

EEG Emotion classification using the DEAP pre-processed data

Emotionrectraining ⭐ 20

Python script using Keras + TensorFlow to train a custom machine learning model to recognize faces using a dataset with human faces and labeled with emotions.

Speech_emotion_detection ⭐ 18

Speech_Emotion_detection-SVM,RF,DT,MLP

Apsipa2019_speechtext ⭐ 18

Repository for code and paper submitted for APSIPA 2019, Lanzhou, China

Local Binary Convolutional Neural Network for Facial Expression Recognition of Basic Emotions in Python using the TensorFlow framework

Nlp_pytorch_tensorflow_notebooks ⭐ 17

Deep Learning for NLP Python Notebooks in PyTorch and TensorFlow

Speech Emotion Recognition Utterancelevel Dnn ⭐ 16

Inspired work by the project of SER using ELM at Microsoft Research

Emotionaldan ⭐ 16

Deep Neural Network for joint emotion classification and landmark localization.

Kaio Machine Learning Human Face Detection ⭐ 15

Machine Learning project a case study focused on the interaction with digital characters, using a character called "Kaio", which, based on the automatic detection of facial expressions and classification of emotions, interacts with humans by classifying emotions and imitating expressions

Facial_expression ⭐ 15

A model to detect Facial Expression

Facial_emotional_classifier ⭐ 15

Biosignal Emotions Bhs 2020 ⭐ 14

Face Recog Age Gender Emotion ⭐ 14

Face Detection, Face Recognition, Age & Gender Detection, Emotion Detection

Voice Emotion Seq2seq ⭐ 13

Voice emotion conversion model for DS/ML master's thesis. F0 contour mapping in sequence-to-sequence RNN-LSTM architecture in Tensorflow.

Project_plotline ⭐ 12

Capstone project for Galvanize - Data Science Immersive. 'Project Plotline' looks at the emotional content of movie scripts (web scraping, NLP, dynamic programming, clustering, data visualization)

Deeplens Facial Emotion ⭐ 12

An AWS Deeplens Challenge Submission Trying to Measure a Viewers Reaction to Funny Media

Iemocapspeechemotionrecognition ⭐ 12

Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET

This is all in one chatbot. When you start conversation it sees your face and identifies if it has previously talked to you(Not supported in latest versions). It also checks for your emotion in between conversation. This emotion data is then used to help you whenever it detects you are sad or angry. It can search anything you ask on the internet.

Repository for our ACL 2020 paper "Learning and Evaluating Emotion Lexicons for 91 Languages"

Emotion_analysis_elastic_pytorch ⭐ 11

Deep Emotion Analysis with Elastic and PyTorch

Emomunit ⭐ 11

Emotional Speech Conversion using Style Transfer and MUNIT

Study Of Spontaneous And Acted Learn Related Emotions Through Fer And Gsr ⭐ 11

Twitter Sentiment Analysis ⭐ 10

What if we could see the emotions and moods of people through the breadcrumbs they leave on Twitter ?

Audio Based Emotion Detection ⭐ 10

Sentiment Analysis using audio of a person to predict mood in real time deployed in Jupyter Web App

Python package for emotion analysis from text

Repository for Facial Emotion Recognition Project for Udacity Secure and Private AI Challenge Scholarship

Emotion Patterns In Music Playlists ⭐ 9

Emocontext ⭐ 9

Data provided by Microsoft

Emotion Recognition ⭐ 9

A deep learning code to classify Emotions from a given image or video.

Nlp_affective_computing ⭐ 9

Exploratory data analysis for emotion datasets (text)

A COVID Tweet Sentiment Visualizer and Analyzer Application built with React.js, GraphQL, Tensorflow, Docker and FastAPI.

Deap Jrp Emotion Classification ⭐ 9

Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient and high accuracy method for emotion classification using EEG data regardless of number of channels.

Neural_emotion_intensity_prediction ⭐ 9

The code for our proposed neural models which give state-of-the-art performance for emotion intensity detection in tweets.

Emosense Semeval2019 Task3 Emocontext ⭐ 9

Deep-learning system presented in "EmoSence at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations" at SemEval-2019.

Eeg Emotion Recognition ⭐ 8

This is a final project for my 2019 Winter course "Pattern Recognition".

Chinese_emotion_predict ⭐ 8

Predict Chinese sentence's emotion. 中文情绪识别

Gender Bias Analysis In Movies ⭐ 8

Analyze, Detect and Remove Gender Stereotyping from Bollywood Movie Trailers.

Emotion Recognition ⭐ 8

Time series course Fall 2019 project

Pol_emo_mdeberta2 ⭐ 8

A multilingual DeBERTa model fine-tuned on political communication to classify discrete emotions

Music Recommendation System ⭐ 8

A GUI Application that recommends songs based on the current mood of the user.

Italian EMotive lexicon

Combined Cnn Rnn For Emotion Recognition ⭐ 8

Predict valence and arousal from video data. Separate training of CNN and RNN. Feed RNN with simple feature vectors extracted from frames. Feature extraction is done by a simple CNN model.

Emotion From Tweet ⭐ 7

Source code for the article "From Sentiment Analysis to Emotion Recognition: A NLP story"

Capstone 2020 2 ⭐ 7

FBI: Facial expression & brainwave signals based emotion recognition and analysis web service

Real Time Emotion Detection ⭐ 7

Realtime Emotion Detection Using Keras

Rage Analytics ⭐ 7

This is a University Project. Which aims to analyze the emotions of Twitch streamers to provide view recommendations based on emotions.

Weibo Emotions ⭐ 7

Using Spark to analyse weibo emotions

Ge Healthcare ⭐ 7

Team - Brogrammers. Won cash prize of INR 20000 at GE Healthcare Challenge

Cnn Tutorial With Realdata ⭐ 7

classification training, prediction, class activation map with real world data

Patterntutorial ⭐ 7

A Graph-based Pattern Representations Tutorial

Emotion Recognition ⭐ 7

Facial Emotion Recognition ⭐ 7

Real-Time facial emotion recognition in Python

Emotion_flow ⭐ 7

Emotiondistributionlearning ⭐ 7

Implementation of "Joint Image Emotion Classification and Distribution Learning via Deep Convolutional Neural Network"

Facial_expression_detection ⭐ 6

Extract face landmarks using Dlib and train a multi-class SVM classifier to recognize facial expressions (emotions).

Source code for ADSC team's submissions to OMG Emotion Challenge 2018

For accessing to the dataset, please send your short bio and objective of the study to Dr.Theerawit Wilaiprasitporn (theerawit dot w at vistec dot ac dot th)

Emotion_transformer ⭐ 6

Contextual Emotion Detection in Text (DoubleDistilBert Model)

Ibm_hack_challenge ⭐ 6

Team - Brogrammers. 1st Prize - IBM Hack Challenge - Problem Statement #3 - Help me with my mood

Sentiment Predictor For Stress Detection ⭐ 6

Voice stress analysis (VSA) aims to differentiate between stressed and non-stressed outputs in response to stimuli (e.g., questions posed), with high stress seen as an indication of deception. In this work, we propose a deep learning-based psychological stress detection model using speech signals. With increasing demands for communication between humans and intelligent systems, automatic stress detection is becoming an interesting research topic. Stress can be reliably detected by measuring the

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