Renovamen / Speech-Emotion-RecognitionLinks
Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别
☆1,243Updated 2 years ago
Alternatives and similar repositories for Speech-Emotion-Recognition
Users that are interested in Speech-Emotion-Recognition are comparing it to the libraries listed below
Sorting:
- 基于Pytorch实现的语音情感识别☆241Updated 6 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。☆59Updated 4 years ago
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆657Updated 2 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☆72Updated 2 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆430Updated 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☆213Updated 5 years ago
- ☆17Updated 6 years ago
- 语音感情识别☆41Updated 6 months ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆1,387Updated 2 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆402Updated 6 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆296Updated last year
- Bidirectional LSTM network for speech emotion recognition.☆265Updated 6 years ago
- This project uses a variety of advanced voiceprint recognition models such as EcapaTdnn, ResNetSE, ERes2Net, CAM++, etc. It is not exclud…☆1,162Updated 5 months ago
- 使用Tensorflow实现声纹识别☆326Updated last year
- Speech Emotion Recognition☆28Updated 5 years ago
- Speaker independent emotion recognition☆325Updated last year
- 使用python进行语音识别☆167Updated 3 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆92Updated 2 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆113Updated 3 years ago
- Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)☆748Updated last year
- 多模态,语音和文本结合的情感识别,大模型finetune☆23Updated last year
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆181Updated last year
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆92Updated last year
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆193Updated 2 years ago
- This is the repository for Neural Networks project called Speech Emotion Classification Using Attention-Based LSTM☆13Updated 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)。☆103Updated 2 years ago
- A multimodal approach on emotion recognition using audio and text.☆184Updated 5 years ago
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Updated 6 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆383Updated last year