EmotionalConversionStarGANThis repository contains code to replicate results from the ICASSP 2020 paper "StarGAN for Emotional Speech Conversion: Validated by Data Augmentation of End-to-End Emotion Recognition".
Stars: ✭ 92 (+187.5%)
soxanWav2Vec for speech recognition, classification, and audio classification
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open-speech-corpora💎 A list of accessible speech corpora for ASR, TTS, and other Speech Technologies
Stars: ✭ 841 (+2528.13%)
AGHMNImplementation of the paper "Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network" in AAAI-2020.
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Emotion and Polarity SOAn emotion classifier of text containing technical content from the SE domain
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wavenet-classifierKeras Implementation of Deepmind's WaveNet for Supervised Learning Tasks
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ferFacial Expression Recognition
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EmotiW2018No description or website provided.
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RECCONThis repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversations.
Stars: ✭ 126 (+293.75%)
emotion-recognition-GANThis project is a semi-supervised approach to detect emotions on faces in-the-wild using GAN
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Openpose-based-GUI-for-Realtime-Pose-Estimate-and-Action-RecognitionGUI based on the python api of openpose in windows using cuda10 and cudnn7. Support body , hand, face keypoints estimation and data saving. Realtime gesture recognition is realized through two-layer neural network based on the skeleton collected from the gui.
Stars: ✭ 69 (+115.63%)
TabFormerCode & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)
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TSceptionPyTorch implementation of TSception
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Emotion-RecognitionEmotion recognition from EEG and physiological signals using deep neural networks
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lstm-attentionAttention-based bidirectional LSTM for Classification Task (ICASSP)
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emoticCode repo for the EMOTIC dataset
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Mimic Me CV GameThis repo hold the code of a simple, fun game built using Affectiva's Emotion-as-a-Service API. An Emoji is shown on the screen and one has to mimic the emoji to score points.
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Face Api.jsJavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js
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DeltaDELTA is a deep learning based natural language and speech processing platform.
Stars: ✭ 1,479 (+4521.88%)
Modality-Transferable-MERModality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.
Stars: ✭ 36 (+12.5%)
OpenVINO-EmotionRecognitionOpenVINO+NCS2/NCS+MutiModel(FaceDetection, EmotionRecognition)+MultiStick+MultiProcess+MultiThread+USB Camera/PiCamera. RaspberryPi 3 compatible. Async.
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ercEmotion recognition in conversation
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CPGSteven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019
Stars: ✭ 91 (+184.38%)
HemuerAn AI Tool to record expressions of users as they watch a video and then visualize the funniest parts of it!
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emoticPyTorch implementation of Emotic CNN methodology to recognize emotions in images using context information.
Stars: ✭ 57 (+78.13%)
dissertation🎓 📜 This repository holds my final year and dissertation project during my time at the University of Lincoln titled 'Deep Learning for Emotion Recognition in Cartoons'.
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sklearn-audio-classificationAn in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP
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HiGRUsImplementation of the paper "Hierarchical GRU for Utterance-level Emotion Recognition" in NAACL-2019.
Stars: ✭ 60 (+87.5%)
Deep-Surveillance-Monitor-Facial-Emotion-Age-Gender-Recognition-SystemComputer 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,…
Stars: ✭ 60 (+87.5%)
XEDXED multilingual emotion datasets
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EmotionChallengeSource code for 1st winner of face micro-emotion competition, FG 2017.
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m3f.pytorchPyTorch code for "M³T: Multi-Modal Multi-Task Learning for Continuous Valence-Arousal Estimation"
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ntua-slp-semeval2018Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.
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lokiProof-of-concept of emotion-targeted content delivery using machine learning and ARKit.
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AIML-Human-Attributes-Detection-with-Facial-Feature-ExtractionThis is a Human Attributes Detection program with facial features extraction. It detects facial coordinates using FaceNet model and uses MXNet facial attribute extraction model for extracting 40 types of facial attributes. This solution also detects Emotion, Age and Gender along with facial attributes.
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hfusionMultimodal sentiment analysis using hierarchical fusion with context modeling
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converseConversational text Analysis using various NLP techniques
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STEPSpatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits
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FaceRecognitionFace Recognition in real-world images [ICASSP 2017]
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Speech Emotion RecognitionUsing Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.
Stars: ✭ 63 (+96.88%)
ser-with-w2v2Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'
Stars: ✭ 40 (+25%)
SER-datasetsA collection of datasets for the purpose of emotion recognition/detection in speech.
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LIGHT-SERNETLight-SERNet: A lightweight fully convolutional neural network for speech emotion recognition
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SpeechEmoRecSpeech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching
Stars: ✭ 44 (+37.5%)