hotelll / speech-emotion-recognitionLinks
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 4 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☆209Updated 2 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☆68Updated 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☆201Updated 5 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆175Updated last year
- Speech Emotion Recognition☆28Updated 5 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆146Updated last year
- 语音感情识别☆36Updated 2 months ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 3 years ago
- ☆16Updated 6 years ago
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆89Updated last year
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆74Updated last year
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated 2 years ago
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,182Updated 2 years ago
- A multimodal approach on emotion recognition using audio and text.☆181Updated 5 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆419Updated last year
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆39Updated last year
- 多模态，语音和文本结合的情感识别，大模型finetune☆21Updated last year
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆151Updated 3 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☆289Updated last year
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆204Updated 2 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆121Updated 4 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）。☆99Updated 2 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆179Updated 2 years ago
- Deformable Speech Transformer (DST)☆32Updated 11 months 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
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆106Updated last year
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆47Updated 3 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- ☆109Updated 2 years ago