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。
☆64Jun 16, 2021Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,305Mar 25, 2023Updated 3 years ago
- "Music Plagiarism Detection via Bipartite Graph Matching"☆12Dec 1, 2021Updated 4 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35May 17, 2020Updated 6 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☆74Dec 17, 2022Updated 3 years ago
- ☆17Apr 26, 2019Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆96Jul 6, 2023Updated 2 years ago
- 语音情绪分析☆13Mar 4, 2014Updated 12 years ago
- ☆17Nov 30, 2021Updated 4 years ago
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆89Apr 2, 2024Updated 2 years ago
- This is an agent skill for coding agents like Claude code to use to tailor your resume, avoiding AI-generated wordings and automatically …☆69Apr 11, 2026Updated last month
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆49Aug 2, 2024Updated last year
- 银杏黄项：语音情感识别☆13Nov 6, 2016Updated 9 years ago
- Official Implementation of wd1☆30Sep 25, 2025Updated 8 months ago
- 基于Pytorch实现的语音情感识别☆269Dec 17, 2025Updated 5 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 一个试图通过语音及识别后的文字捕捉心情感受的小程序☆10May 2, 2019Updated 7 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆50Apr 11, 2022Updated 4 years ago
- Speech Emotion Recognition☆43Aug 22, 2023Updated 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☆217May 26, 2020Updated 6 years ago
- 基于SpringBoot+Vue的中医在线诊断与药方推荐平台 使用ElasticSearch、Redis、RabbitMQ等分布式框架，使用文本相似度算法进行药方推荐☆21Feb 9, 2023Updated 3 years ago
- Code for Findings of ACL 2022 Paper "Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors"☆26Jun 15, 2022Updated 3 years ago
- Live demo for speech emotion recognition using Keras and Tensorflow models☆39Aug 2, 2024Updated last year
- Files and Settings for 3D scanner HAT☆18Mar 27, 2021Updated 5 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆451Dec 21, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Jun 11, 2018Updated 7 years ago
- DeepSparkInference has selected 216 inference models of both small and large sizes. The small models cover fields such as computer vision…☆28May 20, 2026Updated last week
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆108Feb 9, 2023Updated 3 years ago
- ☆10Feb 12, 2020Updated 6 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆1,403Feb 7, 2023Updated 3 years ago
- Arduino Library for the ADS1292R ECG/Respiration shield and breakout boards from ProtoCentral☆18Jan 22, 2026Updated 4 months ago
- 多模态融合情感分析☆140May 15, 2020Updated 6 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆152Oct 26, 2021Updated 4 years ago
- Inception v3-based convolutional neural network model for mutli-label image classification of photographs of apartment rooms.☆10Sep 23, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆269Nov 6, 2020Updated 5 years ago
- ☆11Oct 20, 2022Updated 3 years ago
- An rpc code generation framework for c++, It supports c++17/20/23☆18Nov 7, 2024Updated last year
- Detecting emotions using MFCC features of human speech using Deep Learning☆132Dec 2, 2020Updated 5 years ago
- ☆15Oct 15, 2020Updated 5 years ago
- "Semi-Siamese Training for Shallow Face Learning"☆42Jan 18, 2021Updated 5 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Oct 24, 2023Updated 2 years ago