razvan404 / multimodal-speech-emotion-recognitionLinks
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…
☆10Updated last year
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
Sorting:
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 3 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆104Updated 2 years ago
- The PyTorch code for paper: "CONSK-GCN: Conversational Semantic- and Knowledge-Oriented Graph Convolutional Network for Multimodal Emotio…☆13Updated 2 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆113Updated 4 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆121Updated 4 years ago
- The code for Multi-Scale Receptive Field Graph Model for Emotion Recognition in Conversations☆10Updated 2 years ago
- ☆13Updated last year
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆38Updated 7 months ago
- Chinese BERT classification with tf2.0 and audio classification with mfcc☆14Updated 4 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆47Updated 3 years ago
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆74Updated last year
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆24Updated 4 years ago
- Multimodal emotion recognition system of attention based vision network + audio network☆14Updated 4 years ago
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆63Updated last year
- ☆15Updated last year
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆40Updated 11 months ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆89Updated 2 years ago
- ICASSP 2023: "Recursive Joint Attention for Audio-Visual Fusion in Regression Based Emotion Recognition"☆12Updated 7 months ago
- TensorFlow code implementation of "MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition"☆19Updated 4 months ago
- AuxFormer: Robust Approach to Audiovisual Emotion Recognition☆14Updated 2 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆32Updated 4 years ago
- Code for paper "MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recogni…☆16Updated 2 years ago
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆66Updated 8 months ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆146Updated last year
- Implementation of the paper "Multimodal Transformer With Learnable Frontend and Self Attention for Emotion Recognition" submitted to ICAS…☆24Updated 3 years ago
- A Tensorflow implementation of Speech Emotion Recognition using Audio signals and Text Data☆12Updated 3 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆140Updated 10 months ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆175Updated last year
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆46Updated 2 years ago
- A multimodal approach on emotion recognition using audio and text.☆181Updated 5 years ago