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☆24Updated last year
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆18Updated 7 months ago
- Implementation of IEEE Access paper - Lung Sound Recognition Algorithm Based on VGGish-BiGRU☆26Updated 4 years ago
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆235Updated 4 years ago
- ☆38Updated last year
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆21Updated 2 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆102Updated 3 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆191Updated 2 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆84Updated last year
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆36Updated 8 months ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆16Updated 3 months 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
- 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
- ☆40Updated 4 years ago
- MFCC features + SVM for speech emotion classification☆15Updated 4 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆159Updated 5 months ago
- ☆10Updated 11 months ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆125Updated 11 months 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
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆12Updated 5 years ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆22Updated 3 months 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
- Depression-Detection represents a machine learning algorithm to classify audio using acoustic features in human speech, thus detecting de…☆14Updated 4 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆44Updated 3 years ago
- ABAW3 (CVPRW): A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition☆35Updated 9 months ago
- Deformable Speech Transformer (DST)☆27Updated 3 months ago
- Multilingual datasets with raw audio for speech emotion recognition☆19Updated 3 years ago
- Acoustic feature extraction using Librosa library and openSMILE toolkit.使用Librosa音频处理库和openSMILE工具包，进行简单的声学特征提取☆180Updated 4 years ago