cristinalunaj / MMEmotionRecognition
Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS dataset
☆101Updated 11 months ago
Alternatives and similar repositories for MMEmotionRecognition:
Users that are interested in MMEmotionRecognition are comparing it to the libraries listed below
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆124Updated 5 months ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆52Updated 3 years ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆36Updated 6 months ago
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆71Updated 11 months ago
- Human Emotion Understanding using multimodal dataset.☆95Updated 4 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆168Updated 9 months ago
- A multimodal approach on emotion recognition using audio and text.☆170Updated 4 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆137Updated last year
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- FRAME-LEVEL EMOTIONAL STATE ALIGNMENT METHOD FOR SPEECH EMOTION RECOGNITION☆18Updated 2 months ago
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆36Updated 3 months ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆145Updated 3 years ago
- TensorFlow code implementation of "MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition"☆18Updated last month
- ☆104Updated 2 years ago
- PyTorch implementation for Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition☆12Updated 2 years ago
- This repository provides the codes for MMA-DFER: multimodal (audiovisual) emotion recognition method. This is an official implementation …☆30Updated 5 months ago
- A survey of deep multimodal emotion recognition.☆53Updated 2 years ago
- ☆16Updated last year
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆313Updated 5 months ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆38Updated 11 months ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆410Updated last year
- We achieved the 2nd and 3rd places in ABAW3 and ABAW5, respectively.☆27Updated 11 months ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆117Updated 4 years ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆77Updated 2 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆32Updated 4 years ago
- DWFormer: Dynamic Window Transformer for Speech Emotion Recognition(ICASSP 2023 Oral)☆57Updated 7 months ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆116Updated 3 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆127Updated last month
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆273Updated 8 months ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆73Updated 2 years ago