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
☆259Updated 5 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☆108Updated 4 years ago
- A pytorch implementation of Speech emotion recognition using deep 1D & 2D CNN LSTM networks☆27Updated 2 years ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆83Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆93Updated 2 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆122Updated 4 years ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆80Updated 3 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
- Implementation of IEEE Access paper - Lung Sound Recognition Algorithm Based on VGGish-BiGRU☆30Updated 5 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆208Updated 3 years ago
- ☆69Updated last year
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆160Updated 2 years ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆17Updated last year
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆48Updated 3 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆34Updated 5 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated 2 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆26Updated 3 years ago
- ☆25Updated last year
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆41Updated 4 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆194Updated 2 years ago
- Detecting depression in a conversation using Convolutional Neral Network☆74Updated 4 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆435Updated last year
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆153Updated last year
- ☆41Updated 3 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 4 years ago
- ☆13Updated 2 years ago
- depression-detect Predicting depression from AVEC2014 using ResNet18.☆57Updated last year
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆119Updated 4 years ago
- Here the code of EmoAudioNet is a deep neural network for speech classification (published in ICPR 2020)☆14Updated 5 years ago
- ☆48Updated 2 years ago
- ☆41Updated 5 years ago