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
☆261Updated 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:
- A pytorch implementation of Speech emotion recognition using deep 1D & 2D CNN LSTM networks☆27Updated 2 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆108Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆95Updated 2 years ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆84Updated 4 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆41Updated last year
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆80Updated 3 years ago
- Implementation of IEEE Access paper - Lung Sound Recognition Algorithm Based on VGGish-BiGRU☆30Updated 5 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆123Updated 4 years ago
- ☆25Updated last year
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆211Updated 3 years ago
- ☆69Updated last year
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆27Updated 3 years ago
- A multimodal approach on emotion recognition using audio and text.☆187Updated 5 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆50Updated 3 years ago
- ☆13Updated 2 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆163Updated 2 years ago
- Emotion recognition from IEMOCAP datasets.☆41Updated 5 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated 2 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆153Updated 4 years ago
- Here the code of EmoAudioNet is a deep neural network for speech classification (published in ICPR 2020)☆14Updated 5 years ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆17Updated last year
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆187Updated last year
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆200Updated 2 years ago
- Speech Emotion Recognition☆28Updated 5 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆33Updated 5 years ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆41Updated 5 years ago
- ☆49Updated 2 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆155Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆437Updated 2 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆52Updated 4 years ago