Hbbbbbby / EmotionRecognition_2Dcnn-lstm
The code ruproduced the emotion recognition model, 2D CNN LSTM networks, which based on <Speechemotionrecognitionusingdeep1D&2DCNNLSTMnetworks>, Jianfeng Zhao et.
☆21Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for EmotionRecognition_2Dcnn-lstm
- A pytorch implementation of Speech emotion recognition using deep 1D & 2D CNN LSTM networks☆25Updated last year
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆236Updated 4 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆161Updated 6 months ago
- ☆39Updated 2 years ago
- Implementation of IEEE Access paper - Lung Sound Recognition Algorithm Based on VGGish-BiGRU☆26Updated 4 years ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆16Updated 3 months ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆19Updated 8 months ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆45Updated 3 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆21Updated 2 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆36Updated 8 months ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆129Updated 11 months ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆102Updated 3 years ago
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆23Updated 3 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- ☆10Updated last year
- ABAW3 (CVPRW): A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition☆35Updated 10 months ago
- depression-detect Predicting depression from AVEC2014 using ResNet18.☆40Updated 5 months ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆85Updated last year
- Here the code of EmoAudioNet is a deep neural network for speech classification (published in ICPR 2020)☆11Updated 4 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆66Updated 2 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆43Updated 2 years ago
- ☆40Updated 4 years ago
- 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…☆24Updated 3 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆109Updated 2 months ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆67Updated 3 years ago
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆97Updated 7 months ago
- Deformable Speech Transformer (DST)☆27Updated 3 months ago
- "MULTIMODAL EMOTION RECOGNITION BASED ON DEEP TEMPORAL FEATURES USING CROSS-MODAL TRANSFORMER AND SELF-ATTENTION" ICASSP'23☆15Updated last year
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆138Updated last year
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆114Updated 3 years ago