Wangmengsheng

transformer-cnn-emotion-recognition

Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transformers, and everything in between

speech-emotion-recognition

RAVDESS_Speech_Emotion_Recognition

Multimodal-emotion-recognition

Multimodal emotion recognition on two benchmark datasets RAVDESS and SAVEE from audio-visual information using CNN(Convolutional Neural Networks)

multimodal-speech-emotion-recognition

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

Speech-Emotion-Recognition

A speech emotion recognition notebook that learns a model to identify the emotion within human speech with an accuracy of roughly 60%.

Multimodal-Sentiment-Analysis

多模态情感分析——基于BERT+ResNet的多种融合方法

MultiModalSA

MultiModal Sentiment Analysis architectures for CMU-MOSEI.

MMSA

MMSA is a unified framework for Multimodal Sentiment Analysis.

multimodal-sentiment-analysis

该仓库存放了多模态情感分析实验的配套代码。

multimodal-deep-learning

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

multimodal-sentiment-analysis

Attention-based multimodal fusion for sentiment analysis

BBFN

This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis

bert-finetune

Codes for fine-tuning Bert for kinds of tasks.

Bert-Pytorch-Chinese-TextClassification

Pytorch Bert Finetune in Chinese Text Classification

Bert-classification-pytorch

利用huggingface实现文本分类

Chinese-Text-Classification-Pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。