vince9515 / SERLinks
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
☆16Updated 3 years ago
Alternatives and similar repositories for SER
Users that are interested in SER are comparing it to the libraries listed below
Sorting:
- 用CASIA database数据集做的，做的语音情感识别和语音识人的练习☆68Updated 2 years ago
- 基于Pytorch实现的语音情感识别☆204Updated last month
- ☆15Updated 5 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆47Updated 3 years ago
- 语音感情识别☆36Updated last month
- 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 4 years ago
- 语音增强☆17Updated 4 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆106Updated 4 years ago
- ☆9Updated 10 months ago
- ☆16Updated 6 years ago
- Official implementation of the paper "SPEAKER VGG CCT: Cross-corpus Speech Emotion Recognition with Speaker Embedding and Vision Transfor…☆21Updated 2 years ago
- alaaNfissi / SigWavNet-Learning-Multiresolution-Signal-Wavelet-Network-for-Speech-Emotion-RecognitionThis paper has been accepted for publication in IEEE Transactions on Affective Computing.☆14Updated 3 months ago
- 多模态，语音和文本结合的情感识别，大模型finetune☆21Updated last year
- DWFormer: Dynamic Window Transformer for Speech Emotion Recognition(ICASSP 2023 Oral)☆60Updated 11 months ago
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆37Updated last year
- SpeechFormer++ in PyTorch☆48Updated last year
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆145Updated last year
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆72Updated 3 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
- A pytorch implementation of Speech emotion recognition using deep 1D & 2D CNN LSTM networks☆25Updated last year
- Deformable Speech Transformer (DST)☆32Updated 10 months ago
- Speech Emotion Recognition☆28Updated 5 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☆201Updated 5 years ago
- 基于python的hmm-gmm声学模型☆29Updated 6 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
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- 说话人识别（声纹识别）算法的Python实现。包括GMM（已完成）、GMM-UBM、ivector、基于深度学习的声纹识别（self-attention已完成）。☆99Updated 2 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆23Updated 3 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 4 years ago