IliaZenkov / transformer-cnn-emotion-recognitionLinks
Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transformers, and everything in between
☆257Updated 4 years ago
Alternatives and similar repositories for transformer-cnn-emotion-recognition
Users that are interested in transformer-cnn-emotion-recognition are comparing it to the libraries listed below
Sorting:
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆109Updated 4 years ago
- A pytorch implementation of Speech emotion recognition using deep 1D & 2D CNN LSTM networks☆27Updated 2 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆91Updated 2 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆40Updated last year
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆81Updated 4 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆121Updated 4 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆205Updated 2 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆158Updated last year
- ☆41Updated 2 years ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆80Updated 3 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆26Updated 3 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆34Updated 5 years ago
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆24Updated 4 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated 2 years ago
- Speech Emotion Recognition☆28Updated 5 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆48Updated 3 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆148Updated last year
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆17Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆427Updated last year
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆178Updated last year
- Detecting depression in a conversation using Convolutional Neral Network☆73Updated 4 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆120Updated 4 years ago
- A multimodal approach on emotion recognition using audio and text.☆183Updated 5 years ago
- ☆68Updated last year
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆108Updated last year
- ☆48Updated last year
- Human emotions are one of the strongest ways of communication. Even if a person doesn’t understand a language, he or she can very well u…☆25Updated 4 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆294Updated last year
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆39Updated 4 years ago