Zhaofan-Su / SpeechEmotionRecognition
☆16Updated 5 years ago
Alternatives and similar repositories for SpeechEmotionRecognition:
Users that are interested in SpeechEmotionRecognition are comparing it to the libraries listed below
- 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
- 用CASIA database数据集做的,做的语音情感识别和语音识人的练习☆66Updated 2 years ago
- 基于Pytorch实现的语音情感识别☆189Updated last month
- ☆15Updated 5 years ago
- 语音感情识别☆35Updated last month
- Speech Emotion Recognition☆28Updated 4 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☆197Updated 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
- 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
- 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)。☆92Updated 2 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆23Updated 3 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- MFCC features + SVM for speech emotion classification☆16Updated 4 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆39Updated last year
- 语音识别 MFCCs特征处理 cnn神经网络☆99Updated 6 years ago
- This is the repository for Neural Networks project called Speech Emotion Classification Using Attention-Based LSTM☆12Updated 4 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆143Updated last year
- 利用Python+TensorFlow实现语音识别☆48Updated 6 years ago
- ASR中文语音识别☆33Updated 5 years ago
- 基于GMM的0-9孤立词语音识别系统☆10Updated 4 years ago
- 基于Tensorflow实现声音分类,博客地址:☆101Updated 4 years ago
- 基于卷积神经网络的语音识别声学模型的研究☆173Updated 5 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆52Updated 6 years ago
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Updated 3 months ago
- 使用python进行语音识 别☆153Updated 3 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆73Updated 2 years ago
- 基于深度学习的普通话语音识别☆18Updated 6 years ago
- 基于深度学习的语音增强、去混响☆91Updated last year