PyTorch implementation of the models described in the IEEE ICASSP 2022 paper "Is cross-attention preferable to self-attention for multi-modal emotion recognition?"
☆66Mar 29, 2025Updated last year
Alternatives and similar repositories for SelfCrossAttn
Users that are interested in SelfCrossAttn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆34Aug 10, 2020Updated 6 years ago
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆27Mar 18, 2021Updated 5 years ago
- Implementation of the multi-time-scale convolution layer used in the paper Multi-Time-Scale Convolution for Emotion Recognition from Spee…☆11Oct 22, 2019Updated 6 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆49Apr 11, 2022Updated 4 years ago
- ☆17Nov 30, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆153Oct 26, 2021Updated 4 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆162Nov 27, 2023Updated 2 years ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆65Nov 16, 2022Updated 3 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆96Apr 21, 2023Updated 3 years ago
- This is the code for controllable EVC framework for seen and unseen emotion generation.☆45Nov 3, 2021Updated 4 years ago
- The code for Multi-Scale Receptive Field Graph Model for Emotion Recognition in Conversations☆10Jan 17, 2023Updated 3 years ago
- SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings☆15Jan 23, 2024Updated 2 years ago
- A Tensorflow implementation of Speech Emotion Recognition using Audio signals and Text Data☆12May 16, 2022Updated 4 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆83May 25, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Pytorch code for our TOMM2022 paper "A Multimodal framework for large scale Emotion Recognition by Fusing Music and Electrodermal Activit…☆35Mar 15, 2022Updated 4 years ago
- Learning Fine-Grained Cross Modality Excitement for Speech Emotion Recognition☆30Dec 16, 2021Updated 4 years ago
- ☆22Apr 22, 2024Updated 2 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆73Apr 16, 2023Updated 3 years ago
- ☆38Sep 4, 2024Updated 2 years ago
- This is the code for the Paper "Guilherme L. Toledo, Ricardo M. Marcacini: Transfer Learning with Joint Fine-Tuning for Multimodal Sentim…☆17Jul 2, 2022Updated 4 years ago
- Code for our paper "Efficient Speech Emotion Recognition Using Multi-Scale CNN and Attention" (ICASSP 2021, co-first authorship)☆28Jun 8, 2021Updated 5 years ago
- repository for UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition☆206Sep 3, 2025Updated last year
- ☆14Oct 10, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆18May 7, 2020Updated 6 years ago
- Tensorflow Implementation for "Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition"☆10Dec 19, 2021Updated 4 years ago
- This project provides the source code for “Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis (IEEE TIP 2020)”.☆11Jun 30, 2021Updated 5 years ago
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆83Mar 12, 2024Updated 2 years ago
- Master thesis on Music Emotion Recognition☆20Apr 2, 2020Updated 6 years ago
- Group Gated Fusion on Attention-based Bidirectional Alignment for Multimodal Emotion Recognition☆15May 10, 2022Updated 4 years ago
- MSTI☆16Mar 6, 2024Updated 2 years ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆17Aug 2, 2024Updated 2 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆89Mar 17, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆22Jan 13, 2021Updated 5 years ago
- Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks☆41Jul 8, 2022Updated 4 years ago
- EDUVSUM is a multimodal neural architecture that utilizes state-of-the-art audio, visual and textual features to identify important tempo…☆23Mar 8, 2024Updated 2 years ago
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆1,069Jan 15, 2025Updated last year
- Emotion Recognition ToolKit (ERTK): tools for emotion recognition. Dataset processing, feature extraction, experiments,☆57Oct 19, 2025Updated 11 months ago
- Implementation of the paper "Multimodal Transformer With Learnable Frontend and Self Attention for Emotion Recognition" submitted to ICAS…☆28Oct 22, 2021Updated 4 years ago
- This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as mul…☆919Mar 15, 2023Updated 3 years ago