Zhaofan-Su / SpeechEmotionRecognition-papers-codes
☆15Updated 5 years ago
Alternatives and similar repositories for SpeechEmotionRecognition-papers-codes:
Users that are interested in SpeechEmotionRecognition-papers-codes are comparing it to the libraries listed below
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- 语音情感识别代码，结合1D-CNN与GRU在语音增强的CASIA数据集实现语音情感识别，并利用注意力机制进行模型优化☆15Updated 3 years ago
- ☆16Updated 6 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 last year
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆39Updated last year
- 这个项目将 RAVDESS 数据集切割成 1s 短语音，利用 openSMILE+CNN 进行训练，目标是将短语音分类到四种情感中，分别是：开心（happy）、悲伤（sad）、生气（angry）和中性（neutral）。最后准确率达到 76% 左右。☆57Updated 3 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆104Updated 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 3 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆143Updated last year
- A pytorch implementation of Speech emotion recognition using deep 1D & 2D CNN LSTM networks☆25Updated last year
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Updated 6 years ago
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Updated 3 months ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35Updated 4 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆23Updated 3 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆46Updated 3 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆52Updated 6 years ago
- Speech Emotion Recognition☆28Updated 4 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆32Updated 4 years ago
- ☆107Updated 2 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☆198Updated 4 years ago
- Emotion recognition from IEMOCAP datasets.☆30Updated 4 years ago
- This is the repository for Neural Networks project called Speech Emotion Classification Using Attention-Based LSTM☆12Updated 4 years ago
- ☆41Updated 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
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆27Updated last year
- Implementation of the paper "Multimodal Transformer With Learnable Frontend and Self Attention for Emotion Recognition" submitted to ICAS…☆24Updated 3 years ago
- Implementation of the paper "Emotion Identification from raw speech signals using DNNs"☆14Updated 4 years ago
- The code ruproduced the emotion recognition model, 2D CNN LSTM networks, which based on <Speechemotionrecognitionusingdeep1D&2DCNNLSTMnet…☆23Updated 4 years ago