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。
☆61Jun 16, 2021Updated 5 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☆1,314Mar 25, 2023Updated 3 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35May 17, 2020Updated 6 years ago
- 语音感情识别☆44Dec 17, 2025Updated 9 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☆74Dec 17, 2022Updated 3 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆162Nov 27, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆149Apr 12, 2021Updated 5 years ago
- ☆17Apr 26, 2019Updated 7 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆96Jul 6, 2023Updated 3 years ago
- ☆17Nov 30, 2021Updated 4 years ago
- 语音情绪分析☆13Mar 4, 2014Updated 12 years ago
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆89Apr 2, 2024Updated 2 years ago
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆690Nov 3, 2023Updated 2 years ago
- 银杏黄项:语音情感识别☆12Nov 6, 2016Updated 9 years ago
- 基于Pytorch实现的语音情感识别☆274Dec 17, 2025Updated 9 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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
- Speaker independent emotion recognition☆332Jun 26, 2024Updated 2 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆49Apr 11, 2022Updated 4 years ago
- Speech Emotion Recognition☆42Aug 22, 2023Updated 3 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
- BINAQUAL: A Full-Reference Objective Localization Similarity Metric for Binaural Audio☆15Aug 25, 2025Updated last year
- ☆11Dec 28, 2018Updated 7 years ago
- Code for Findings of ACL 2022 Paper "Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors"☆26Jun 15, 2022Updated 4 years ago
- Files and Settings for 3D scanner HAT☆18Mar 27, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- C++ code for a 3d scanner with a web camera and a laser.☆16Nov 24, 2018Updated 7 years ago
- The Hybrid Image Matching (HIM) method that combines the deep learning approach with the feature point matching to image classification.☆15Jan 9, 2019Updated 7 years ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆17Aug 2, 2024Updated 2 years ago
- Multimodal emotion recognition system of attention based vision network + audio network☆14Jul 21, 2020Updated 6 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆426Sep 30, 2024Updated last year
- Bidirectional LSTM network for speech emotion recognition.☆266Mar 31, 2019Updated 7 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆450Dec 21, 2023Updated 2 years ago
- Arduino Library for the ADS1292R ECG/Respiration shield and breakout boards from ProtoCentral☆20Jan 22, 2026Updated 8 months ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Dec 20, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Efficient Arduino library to read ADS1115☆15Jan 30, 2021Updated 5 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆1,409Feb 7, 2023Updated 3 years ago
- 多模态融合情感分析☆142May 15, 2020Updated 6 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆153Oct 26, 2021Updated 4 years ago
- 😎 Awesome lists about Speech Emotion Recognition☆101Dec 24, 2024Updated last year
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆268Nov 6, 2020Updated 5 years ago
- Inception v3-based convolutional neural network model for mutli-label image classification of photographs of apartment rooms.☆10Sep 23, 2022Updated 4 years ago