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lzxai's starred repositories

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

Language:PythonApache-2.03138 40 240

conv-emotion

This repo contains implementation of different architectures for emotion recognition in conversations.

Language:PythonMIT1304 370

AWESOME-FER

Top conferences & Journals focused on Facial expression recognition (FER)/ Facial action unit (FAU)

912 49 17

multimodal-deep-learning

This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.

Language:OpenEdge ABLMIT684 5 8

MMSA

MMSA is a unified framework for Multimodal Sentiment Analysis.

Language:PythonMIT611 10 96

Food-Recipe-CNN

food image to recipe with deep convolutional neural networks.

Language:Jupyter Notebook562 29 3

emotion-recognition-using-speech

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

Language:PythonMIT547 23 34

MultiBench

[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning

Language:HTMLMIT457 16 32

CLUB

Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information

Language:Jupyter Notebook296 7 26

Low-rank-Multimodal-Fusion

This is the repository for "Efficient Low-rank Multimodal Fusion with Modality-Specific Factors", Liu and Shen, et. al. ACL 2018

Language:Python247 8 26

opensmile-python

Python package for openSMILE

Language:PythonNOASSERTION230 10 53

Mead

MEAD: A Large-scale Audio-visual Dataset for Emotional Talking-face Generation [ECCV2020]

Language:PythonMIT227 8 34

Multimodal-Emotion-Recognition

This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.

Language:PythonBSD-3-Clause224 8 8

Vision-KAN

KAN for Vision Transformer

Language:PythonMIT148 7 10

multimodal-emotion-recognition

This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".

Language:PythonMIT95 4 21

MMEmotionRecognition

Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS dataset

Language:PythonMIT8600

MSAF

Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"

Language:PythonMIT71 4 11

pytorch-facial-expression-recognition

Lightweight Facial Expression(emotion) Recognition model

Language:Python57 5 1

DMER

A survey of deep multimodal emotion recognition.

47 10

fusemix

Data-Efficient Multimodal Fusion on a Single GPU

Language:Python37 80

speech-emotion-recognition-iemocap

Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as input data to ML/DL models

Language:Jupyter NotebookGPL-3.036 3 3

Joint-Cross-Attention-for-Audio-Visual-Fusion

IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"

Language:Python25 2 3

FV2ES

A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition

Language:Python2400

CFN-SR

Language:PythonMIT2300

CCIM

[CVPR2023] Context De-confounded Emotion Recognition

Language:PythonMIT14 1 3

SERN

A Self-Attentive Emotion Recognition Network

Language:PythonMIT12 3 2

MultiMAE-DER

TensorFlow code implementation of "MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition"

Language:Jupyter NotebookApache-2.011 10

AV4SER

PyTorch implementation for Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition

Language:Python10 2 1

LoLEmoGameRecognition

Multimodal Joint Emotion and Game Context Recognition in League of Legends Livestreams

Language:PythonMIT5 5 2

abaw5

5th ABAW Competition

Language:Python3 1 1