yeyupiaoling / SpeechEmotionRecognition-PytorchLinks
基于Pytorch实现的语音情感识别
☆223Updated 4 months ago
Alternatives and similar repositories for SpeechEmotionRecognition-Pytorch
Users that are interested in SpeechEmotionRecognition-Pytorch are comparing it to the libraries listed below
Sorting:
- 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。☆58Updated 4 years ago
- 语音感情识别☆38Updated 4 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☆70Updated 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☆205Updated 5 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)。☆101Updated 2 years ago
- The Pytorch implementation of sound classification supports EcapaTdnn, PANNS, TDNN, Res2Net, ResNetSE and other models, as well as a vari…☆531Updated 4 months ago
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,204Updated 2 years ago
- 使用python进行语音识别☆161Updated 3 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆151Updated last year
- Speech Emotion Recognition☆28Updated 5 years ago
- ☆16Updated 6 years ago
- Audio Split 基于双门限法的语音端点检测及语音分割☆134Updated 5 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆177Updated last year
- A python code based on pytorch applied to AudioClassification☆46Updated 3 years ago
- ☆15Updated 6 years ago
- 多模态,语音和文本结合的情感识别,大模型finetune☆21Updated last year
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆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☆17Updated 3 years ago
- Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)☆728Updated last year
- 使用Tensorflow实现声纹识别☆319Updated last year
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated 2 years ago
- This project uses a variety of advanced voiceprint recognition models such as EcapaTdnn, ResNetSE, ERes2Net, CAM++, etc. It is not exclud…☆1,100Updated 2 months ago
- 基于Tensorflow实现声音分类,博客地址:☆102Updated 5 years ago
- ☆10Updated last year
- Pytorch实现的流式与非流式的自动语音识别框架,同时兼容在线和离线识别,目前支持Conformer、Squeezeformer、DeepSpeech2模型,支持多种数据增强方法。☆697Updated 2 months ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆152Updated 3 years ago
- 本项目使用了EcapaTdnn、ResNetSE、ERes2Net、CAM++等多种先进的声纹识别模型,同时本项目也支持了MelSpectrogram、Spectrogram、MFCC、Fbank等多种数据预处理方法☆284Updated 2 months ago
- Deformable Speech Transformer (DST)☆34Updated last year
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆75Updated 3 years ago