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。
☆63Jun 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☆1,310Mar 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
- 语音感情识别☆44Dec 17, 2025Updated 6 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
- 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.
- ☆17Apr 26, 2019Updated 7 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆148Apr 12, 2021Updated 5 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆96Jul 6, 2023Updated 3 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆49Aug 2, 2024Updated last year
- Transformer(attention-is-all-you-need)的pytorch实现，带run demo，可以跑通☆10Apr 16, 2019Updated 7 years ago
- Speaker independent emotion recognition☆330Jun 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 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
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Live demo for speech emotion recognition using Keras and Tensorflow models☆39Aug 2, 2024Updated last year
- 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
- Files and Settings for 3D scanner HAT☆18Mar 27, 2021Updated 5 years ago
- Bidirectional LSTM network for speech emotion recognition.☆266Mar 31, 2019Updated 7 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆419Sep 30, 2024Updated last year
- Speech_Emotion_detection-SVM,RF,DT,MLP☆20Dec 2, 2022Updated 3 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆450Dec 21, 2023Updated 2 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Jun 11, 2018Updated 8 years ago
- Efficient Arduino library to read ADS1115☆15Jan 30, 2021Updated 5 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.
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆108Feb 9, 2023Updated 3 years ago
- Multimodal emotion recognition system of attention based vision network + audio network☆14Jul 21, 2020Updated 5 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆409Jul 8, 2019Updated 7 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)☆1,407Feb 7, 2023Updated 3 years ago
- 多模态融合情感分析☆140May 15, 2020Updated 6 years ago
- 😎 Awesome lists about Speech Emotion Recognition☆101Dec 24, 2024Updated last year
- Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks☆13Sep 24, 2021Updated 4 years ago
- Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization☆11Dec 3, 2018Updated 7 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Inception v3-based convolutional neural network model for mutli-label image classification of photographs of apartment rooms.☆10Sep 23, 2022Updated 3 years ago
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆269Nov 6, 2020Updated 5 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆83May 25, 2022Updated 4 years ago
- The project for speech translation☆12Sep 28, 2023Updated 2 years ago
- Deep Neural Network for joint emotion classification and landmark localization.☆21Apr 2, 2019Updated 7 years ago
- ☆11Oct 20, 2022Updated 3 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆132Dec 2, 2020Updated 5 years ago