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
☆17Updated 3 years ago
Alternatives and similar repositories for SER
Users that are interested in SER are comparing it to the libraries listed below
Sorting:
- ☆16Updated 6 years ago
- 基于Pytorch实现的语音情感识别☆247Updated 7 months 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☆72Updated 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☆213Updated 5 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆48Updated 3 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.☆18Updated 9 months ago
- 城市声音分类 Urban Sound Classification with TensorFlow Keras - MLP, RNN, CNN☆95Updated 6 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆108Updated 4 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆160Updated 2 years ago
- 多模态，语音和文本结合的情感识别，大模型finetune☆23Updated 2 years ago
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆259Updated 5 years ago
- 语音感情识别☆42Updated 7 months 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。☆61Updated 4 years ago
- 基于Tensorflow实现声音分类，博客地址：☆107Updated 5 years ago
- Speech Emotion Recognition☆28Updated 5 years ago
- DWFormer: Dynamic Window Transformer for Speech Emotion Recognition(ICASSP 2023 Oral)☆66Updated last year
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆24Updated 4 years ago
- 基于HMM与MFCC特征进行数字0-9的语音识别，HMM，GMMHMM，MFCC，语音识别，sklearn，Digital Voice Recognition。☆18Updated 3 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆184Updated last year
- ☆10Updated last year
- ☆17Updated 6 years 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）。☆103Updated 2 years ago
- ☆21Updated 4 months ago
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆39Updated last year
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated 2 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆78Updated 3 years ago
- 基于python的hmm-gmm声学模型☆29Updated 7 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆93Updated 2 years ago
- SpeechFormer++ in PyTorch☆49Updated 2 years ago
- The code ruproduced the emotion recognition model, 2D CNN LSTM networks, which based on <Speechemotionrecognitionusingdeep1D&2DCNNLSTMnet…☆26Updated 4 years ago