PyTorch implementation of the models described in the IEEE ICASSP 2022 paper "Is cross-attention preferable to self-attention for multi-modal emotion recognition?"
☆67Mar 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 5 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
- HGFM : A Hierarchical Grained and Feature Model for Acoustic Emotion Recgnition☆11Oct 30, 2020Updated 5 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
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆17Nov 30, 2021Updated 4 years ago
- "MULTIMODAL EMOTION RECOGNITION BASED ON DEEP TEMPORAL FEATURES USING CROSS-MODAL TRANSFORMER AND SELF-ATTENTION" ICASSP'23☆24Feb 26, 2023Updated 3 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆152Oct 26, 2021Updated 4 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆163Nov 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".☆94Apr 21, 2023Updated 3 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆140Jan 6, 2025Updated last year
- This is the code for controllable EVC framework for seen and unseen emotion generation.☆45Nov 3, 2021Updated 4 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆83May 25, 2022Updated 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.
- [ACL'24] WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations☆13Sep 11, 2024Updated last year
- ☆21Jun 4, 2024Updated 2 years ago
- Learning Fine-Grained Cross Modality Excitement for Speech Emotion Recognition☆31Dec 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 last year
- 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☆205Sep 3, 2025Updated 10 months 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.
- ☆15Oct 10, 2024Updated last year
- ☆18May 7, 2020Updated 6 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆203Mar 14, 2023Updated 3 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☆21Apr 2, 2020Updated 6 years ago
- Group Gated Fusion on Attention-based Bidirectional Alignment for Multimodal Emotion Recognition☆15May 10, 2022Updated 4 years ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆17Aug 2, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code for paper "Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition"☆18Jun 21, 2023Updated 3 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆89Mar 17, 2023Updated 3 years ago
- ☆22Jan 13, 2021Updated 5 years ago
- Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks☆40Jul 8, 2022Updated 4 years ago
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆1,035Jan 15, 2025Updated last year
- Emotion Recognition ToolKit (ERTK): tools for emotion recognition. Dataset processing, feature extraction, experiments,☆57Oct 19, 2025Updated 9 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