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Code for ACL2023 paper 《DualGATs: Dual Graph Attention Networks for Emotion Recognition in Conversations》
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
[ACL 2024] Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation
🔆 📝 A reading list focused on Multimodal Emotion Recognition (MER) 👂👄 👀 💬
A comprehensive reading list for Emotion Recognition in Conversations
Extensible, parallel implementations of t-SNE
3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.
T 8000 ransformer-based Dual Relation Graph for Multi-label Image Recognition. ICCV 2021
This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published in ICASSP 2022
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
the PyTorch implementation of chunk-level attention-based temporal aggregation framework for sequence-to-one recognition tasks
This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks](https://openreview.net/pdf?id=9l0K4OM-oXE) in PyTorch.
TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
A list of backdoor learning resources
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别
Exploring the discriminating power of different loss functions for classification
Pytorch code for the paper 'Attention-based Atrous Convolutional Neural Networks: Visualisation and Understanding Perspectives of Acoustic Scenes', by Zhao Ren, Qiuqiang Kong, Jing Han, Mark Plumbl…
Python - 100天从新手到大师
Speaker independent emotion recognition
A github repo of the openSMILE feature extraction tool.
Keras Attention Layer (Luong and Bahdanau scores).
TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules