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Acoustic feature extraction using Librosa library and openSMILE toolkit.使用Librosa音频处理库和openSMILE工具包,进行简单的声学特征提取

Python 176 35 Updated May 26, 2020

gentle forced aligner

Python 1,433 296 Updated Apr 25, 2024

Conditional Mutual Informaation Neural Estimator

Jupyter Notebook 12 3 Updated Oct 23, 2020

Non-parametric Entropy Estimation Toolbox

Python 370 88 Updated Oct 5, 2022

Official repository of TimeCIB (ICLR24)

Python 3 1 Updated Mar 9, 2024

The official source code for "Conditional Graph Information Bottleneck for Molecular Relational Learning".

Python 38 2 Updated May 6, 2023

Official implementation of Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information

Python 7 2 Updated Sep 28, 2023

Transformer: PyTorch Implementation of "Attention Is All You Need"

Python 2,854 423 Updated Aug 6, 2024

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python 132,788 26,459 Updated Sep 30, 2024

Multi-Modality Multi-Loss Fusion Network

Python 43 6 Updated Jul 28, 2024

程序员延寿指南 | A programmer's guide to live longer

29,813 2,084 Updated Jan 30, 2024

Code for ITHP framework

Python 2 Updated May 2, 2024

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

9,331 712 Updated May 31, 2024

This repository contains the code implementation for the paper "An Attention-based, Context-aware Multimodal Fusion Method for Sarcasm Detection using Inter-modality Inconsistency".

Python 1 1 Updated Jun 11, 2024

Visualizer for neural network, deep learning and machine learning models

JavaScript 27,728 2,755 Updated Sep 29, 2024

Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, and TIMM models.

Python 505 95 Updated Sep 12, 2024

VMZ: Model Zoo for Video Modeling

Python 1,038 156 Updated Aug 31, 2021

A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis

Python 117 35 Updated Oct 19, 2022

This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis, accepted at E…

Python 161 33 Updated Mar 14, 2023

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

OpenEdge ABL 729 149 Updated Mar 15, 2023

Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"

Python 184 35 Updated Jun 25, 2022

MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis

Python 192 29 Updated Mar 14, 2023

MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation

Python 792 200 Updated Mar 10, 2024

This is the official code repository of ICLR 2023 Tiny Paper, "Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention".

Python 19 3 Updated Jun 20, 2023
Python 167 23 Updated May 2, 2023

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Jupyter Notebook 4,345 1,162 Updated Mar 27, 2024

Python library for analysing faces using PyTorch

Python 488 43 Updated Feb 11, 2024

A multimodal approach on emotion recognition using audio and text.

Jupyter Notebook 154 29 Updated Jun 15, 2020

Efficient face emotion recognition in photos and videos

Jupyter Notebook 658 124 Updated Jul 19, 2024
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