Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.
☆49Aug 2, 2024Updated last year
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:
- Inspired work by the project of SER using ELM at Microsoft Research☆19Jul 4, 2018Updated 8 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆96Jul 6, 2023Updated 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
- Detecting emotions using MFCC features of human speech using Deep Learning☆132Dec 2, 2020Updated 5 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆116Mar 6, 2022Updated 4 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.
- ☆17Jul 1, 2019Updated 7 years ago
- Speaker independent emotion recognition☆331Jun 26, 2024Updated 2 years 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
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆27Mar 11, 2022Updated 4 years 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。☆63Jun 16, 2021Updated 5 years ago
- Comparing Audio Features for Unsupervised Sound Classification☆10Jun 22, 2022Updated 4 years ago
- This is a audio classification project in python based on MLP Classifier☆38May 4, 2020Updated 6 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆174Dec 13, 2020Updated 5 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆269Nov 6, 2020Updated 5 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35May 17, 2020Updated 6 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆297Jun 17, 2024Updated 2 years ago
- A simple command line tool to calculate WER for ASR.☆14Updated this week
- ☆36Nov 17, 2021Updated 4 years ago
- Detecting emotion in voices☆48Aug 9, 2019Updated 6 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
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Jan 17, 2025Updated last year
- A python toolkit to detect, segment, and count coughs☆15Jul 1, 2026Updated 3 weeks 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.
- Bidirectional LSTM network for speech emotion recognition.☆266Mar 31, 2019Updated 7 years ago
- PyTorch implementation of Human Action Recognition Based on Spatial-Temporal Attention at ICLR 2019☆14Dec 12, 2018Updated 7 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆213Nov 10, 2022Updated 3 years ago
- Detection of emotion in Speech Using Convolution Neural Network☆20Mar 14, 2020Updated 6 years ago
- Urdu Language Speech Emotional Corpus☆46Jan 17, 2019Updated 7 years ago
- R package for computing Utterance Emotion Dynamics☆22Jun 13, 2021Updated 5 years ago
- Datasets for turn-taking research☆20Dec 21, 2023Updated 2 years ago
- SMP2018中文人机对话技术评测（ECDT）☆15Oct 25, 2018Updated 7 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆409Jul 8, 2019Updated 7 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.
- ☆18Feb 25, 2023Updated 3 years ago
- The recurrent of KBQA by using Mysql to storage the triple data, using Bert for NER and Sentence Similarity☆13Oct 12, 2019Updated 6 years ago
- This is a project of speech emotion recognition using KERAS based Semi-Generative Adversarial Networks.☆11May 17, 2018Updated 8 years ago
- Real-time version of sound_classification_demo in OpenVINO toolkit. Captures audio from microphone, do classification, and display result…☆12Jul 28, 2021Updated 5 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆121Feb 26, 2021Updated 5 years ago
- End-to-end Speech Emotion Recognition using BLSTMs with self-attention and Multi-domain training☆49Dec 7, 2023Updated 2 years ago
- Multimodal Emotion Recognition in a video using feature level fusion of audio and visual modalities☆15Jul 5, 2018Updated 8 years ago