multimodal-emotion-recognition
There are 7 repositories under multimodal-emotion-recognition topic.
declare-lab / MELD
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation
Language:Python 956Demfier / multimodal-speech-emotion-recognition
Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)
Language:Jupyter Notebook 425- SER-datasets
SuperKogito / SER-datasets
A collection of datasets for the purpose of emotion recognition/detection in speech.
Language:HTML 375 shamanez / Self-Supervised-Embedding-Fusion-Transformer
The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.
Language:Python 121- BERT-like-is-All-You-Need
The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion Recognition
Language:Python 120 ankurbhatia24 / MULTIMODAL-EMOTION-RECOGNITION
Human Emotion Understanding using multimodal dataset.
Language:Jupyter Notebook 102abikaki / awesome-speech-emotion-recognition
😎 Awesome lists about Speech Emotion Recognition
speech-emotion-recognitionspeech-emotion-classificationaffective-computingartificial-intelligenceawesomeawesome-listhuman-computer-interactiondeep-learningemotionmachine-learningspeech-processingdeep-neural-networksemotion-detectionemotion-recognitionmultimodal-emotion-recognitionmultimodal-sentiment-analysissentiment-classificationemotional-speechexpressive-speech-synthesis- Video-Audio-Face-Emotion-Recognition
rishiswethan / Video-Audio-Face-Emotion-Recognition
The repo contains an audio emotion detection model, facial emotion detection model, and a model that combines both these models to predict emotions from a video
Language:Jupyter Notebook 82 - Language:Python 80
Vincent-ZHQ / DMER
A survey of deep multimodal emotion recognition.
katerynaCh / MMA-DFER
This repository provides the codes for MMA-DFER: multimodal (audiovisual) emotion recognition method. This is an official implementation for the paper MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild.
Language:Python 29NUSTM / UniVA
A Unimodal Valence-Arousal Driven Contrastive Learning Framework for Multimodal Multi-Label Emotion Recognition (ACM MM 2024 oral)
Language:Python 24- mmser
nhattruongpham / mmser
SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings
Language:Jupyter Notebook 14 bolajixi / Mulitimodal-Speech-Emotion-Recognition
A Tensorflow implementation of Speech Emotion Recognition using Audio signals and Text Data
Language:Jupyter Notebook 12Jayanth-MKV / emotion2vec-speech-emotion-detection-api
This API utilizes a pre-trained model for emotion recognition from audio files. It accepts audio files as input, processes them using the pre-trained model, and returns the predicted emotion along with the confidence score. The API leverages the FastAPI framework for easy development and deployment.
Language:Python 11- Language:Python 11
rofe-dl / emotion-recognition-ensemble-learning
Emotion recognition from Speech & Text using different heterogeneous ensemble learning methods
Language:Jupyter Notebook 4winston-lin-wei-cheng / MultiScale-Chunk-Regularization
audio-text multimodal emotion recognition model which is robust to missing data
Language:Python 4MIntelligence-Group / SpeechImg_EmoRec
Published in Springer Multimedia Tools and Applications Journal.
Damorgal / Multimodal-Research-experiments
All experiments were done to classify multimodal data.
