Multimodal SER Model meant to be trained on recognising emotions from speech (text + acoustic data). Fine-tuned the DeBERTaV3 model, respectively the Wav2Vec2 model to extract the features and classify the emotions from the text, respectively audio data, then passed their features and their classification through an MLP to achieve better results…
☆11Jun 19, 2024Updated 2 years ago
Alternatives and similar repositories for multimodal-speech-emotion-recognition
Users that are interested in multimodal-speech-emotion-recognition are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆39Aug 12, 2024Updated 2 years ago
- AD-TUNING: An Adaptive CHILD-TUNING Approach to Efficient Hyperparameter Optimization of Child Networks for Speech Processing Tasks in th…☆11Feb 23, 2024Updated 2 years ago
- FRAME-LEVEL EMOTIONAL STATE ALIGNMENT METHOD FOR SPEECH EMOTION RECOGNITION☆22Dec 22, 2024Updated last year
- "MULTIMODAL EMOTION RECOGNITION BASED ON DEEP TEMPORAL FEATURES USING CROSS-MODAL TRANSFORMER AND SELF-ATTENTION" ICASSP'23☆24Feb 26, 2023Updated 3 years ago
- A multimodal SER project combining BERT and ECAPA-TDNN with cross-attention-based fusion on the IEMOCAP dataset.☆11Dec 9, 2024Updated last year
- 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.
- Trustworthy Speech Emotion Recognition☆13May 22, 2023Updated 3 years ago
- Multimodal Emotion Recognition in a video using feature level fusion of audio and visual modalities☆15Jul 5, 2018Updated 8 years ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆100Nov 17, 2023Updated 2 years ago
- Code for IJCB 2023 paper - GaitRef: Gait Recognition with Refined Sequential Skeletons☆17Apr 22, 2023Updated 3 years ago
- The repository for a coming gait recognition work.☆18Jun 8, 2023Updated 3 years ago
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆48Nov 29, 2024Updated last year
- 一个基于传统信号处理和机器学习的语音情绪识别系统。项目通过提取音频的MFCC、过零率、能量等声学特征，使用SVM、KNN等传统分类器对语音情绪（如高兴、愤怒、中性）进行分类识别。无需深度学习，结构清晰，运行高效，适合教学演示或资源受限场景下的语音情感分析任务。☆20Jul 1, 2025Updated last year
- Source code for the Gait Recognition using LSTM, presented in the paper "Multi-model Long Short-term Memory Network for Gait Recognition …☆19Apr 13, 2022Updated 4 years ago
- A wrapper for Audeering's wav2vec-based dimensional speech emotion recognition☆22Aug 9, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Repository for my paper: Evaluation of Error and Correlation-Based Loss Functions For Multitask Learning Dimensional Speech Emotion Recog…☆20Mar 13, 2024Updated 2 years ago
- Coherent Deconfounding Autoencoder (CODE-AE) can extract both common biological signals shared by incoherent samples and private represen…☆21Oct 1, 2024Updated last year
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆17Aug 2, 2024Updated 2 years ago
- [ACM MM 2023] LandmarkGait: Intrinsic Human Parsing for Gait Recognition☆17Jun 13, 2024Updated 2 years ago
- 该仓库主要描述了CCAC2023多模态对话情绪识别评测第3名的实现过程☆12Aug 11, 2024Updated 2 years ago
- MultiModal Sentiment Analysis (Text and Audio) (Pytorch)☆23Jul 27, 2022Updated 4 years ago
- Pytorch implementation for the paper: Multivariate, Multi-frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognit…☆58Dec 5, 2023Updated 2 years ago
- Multimodal emotion recognition system of attention based vision network + audio network☆14Jul 21, 2020Updated 6 years ago
- [AAAI 2024] QAGait: Revisit Gait Recognition From a Quality Perspective☆23Aug 26, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Multimodal (text, acoustic, visual) Sentiment Analysis and Emotion Recognition on CMU-MOSEI dataset.☆30Nov 8, 2020Updated 5 years ago
- DWFormer: Dynamic Window Transformer for Speech Emotion Recognition(ICASSP 2023 Oral)☆68Jul 8, 2024Updated 2 years ago
- Multimodal Emotion eXpression Capture Amsterdam. Pipeline for capturing emotion expressions from multiple modalities (video, audio, text)…☆37Aug 18, 2026Updated last month
- ☆13Mar 23, 2026Updated 5 months ago
- MMhops-R1: Multimodal Multi-hop Reasoning☆16Aug 17, 2026Updated last month
- AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation (EMNLP 2024 Findings)☆19Dec 30, 2024Updated last year
- Multimodal Sentiment Analysis using unified transformer☆25Oct 11, 2022Updated 3 years ago
- ☆11Nov 11, 2022Updated 3 years ago
- 多模态，语音和文本结合的情感识别，大模型finetune☆25Nov 19, 2023Updated 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.
- Cross-Speaker Encoding Network for Multi-talker Speech Recognition☆12Mar 14, 2025Updated last year
- Toate resursele de invatat pentru cei de la informatica romana, de la Babes-Bolyai.☆38Feb 6, 2017Updated 9 years ago
- Extract Unique Word Lists From Wikipedia Database☆13May 27, 2020Updated 6 years ago
- The code and data for "Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization"☆11May 16, 2023Updated 3 years ago
- Code for the Interspeech 2023 paper "A Joint Model for Pronunciation Assessment and Mispronunciation Detection and Diagnosis with Multi-t…☆25Nov 9, 2023Updated 2 years ago
- ☆11Jul 16, 2024Updated 2 years ago
- ☆20Oct 13, 2025Updated 11 months ago