vince9515 / SER
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
☆14Updated 3 years ago
Alternatives and similar repositories for SER:
Users that are interested in SER are comparing it to the libraries listed below
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆45Updated 2 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆103Updated 3 years ago
- ☆14Updated 5 years ago
- 用CASIA database数据集做的，做的语音情感识别和语音识人的练习☆64Updated 2 years ago
- 基于Pytorch实现的语音情感识别☆180Updated 2 weeks ago
- 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。☆56Updated 3 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆72Updated 2 years ago
- A pytorch implementation of Speech emotion recognition using deep 1D & 2D CNN LSTM networks☆25Updated last year
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆36Updated last year
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆139Updated last year
- ☆16Updated 5 years ago
- DWFormer: Dynamic Window Transformer for Speech Emotion Recognition(ICASSP 2023 Oral)☆59Updated 8 months ago
- ☆50Updated last year
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆52Updated 3 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- Deformable Speech Transformer (DST)☆31Updated 7 months ago
- 语音感情识别☆35Updated 3 weeks ago
- SpeechFormer++ in PyTorch☆48Updated last year
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- 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☆195Updated 4 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
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆244Updated 4 years ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆23Updated 7 months ago
- Official implementation of the paper "SPEAKER VGG CCT: Cross-corpus Speech Emotion Recognition with Speaker Embedding and Vision Transfor…☆20Updated 2 years ago
- [ICASSP 2024] Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition☆22Updated 11 months ago
- 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）。☆90Updated 2 years ago
- A Compact and Effective Pretrained Model for Speech Emotion Recognition☆36Updated 9 months ago
- Implementation of IEEE Access paper - Lung Sound Recognition Algorithm Based on VGGish-BiGRU☆28Updated 5 years ago
- Speech Emotion Recognition☆28Updated 4 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆21Updated 3 years ago