Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.
☆149Apr 12, 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:
- ☆12Mar 25, 2021Updated 5 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆449Dec 21, 2023Updated 2 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆409Jul 8, 2019Updated 6 years ago
- Classifying Audio to Emotion☆28Dec 14, 2019Updated 6 years ago
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆685Nov 3, 2023Updated 2 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.
- Understanding emotions from audio files using neural networks and multiple datasets.☆434Jul 1, 2023Updated 2 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。☆64Jun 16, 2021Updated 4 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆212Nov 10, 2022Updated 3 years ago
- A multimodal approach on emotion recognition using audio and text.☆187Jun 15, 2020Updated 5 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆297Jun 17, 2024Updated last year
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆116Mar 6, 2022Updated 4 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
- ☆23Feb 27, 2021Updated 5 years ago
- Bidirectional LSTM network for speech emotion recognition.☆267Mar 31, 2019Updated 7 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.
- Detecting emotions using MFCC features of human speech using Deep Learning☆132Dec 2, 2020Updated 5 years ago
- Detection of emotion in Speech Using Convolution Neural Network☆20Mar 14, 2020Updated 6 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆49Aug 2, 2024Updated last year
- 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
- 用于存放自然语言处理相关的代码。Store code related to NLP (Natural Language Processing).☆13Sep 19, 2019Updated 6 years ago
- For further understanding the wide array of emotions embedded in human speech, we are introducing an emotional speech corpus. In contrast…☆11Oct 29, 2018Updated 7 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆41Mar 7, 2024Updated 2 years ago
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,307Mar 25, 2023Updated 3 years ago
- Speaker independent emotion recognition☆331Jun 26, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Oct 24, 2023Updated 2 years ago
- End-to-end Speech Emotion Recognition using BLSTMs with self-attention and Multi-domain training☆49Dec 7, 2023Updated 2 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆84May 25, 2022Updated 3 years ago
- Emotions recognition from audio signal using OpenSmile, PCA and set of classifiers from Scikit-learn library☆47Jun 13, 2022Updated 3 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
- Identify the emotion of multiple speakers in an Audio Segment☆179Feb 12, 2023Updated 3 years ago
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆29Jan 2, 2024Updated 2 years ago
- ☆42Oct 13, 2020Updated 5 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
- 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.
- ☆17Apr 17, 2019Updated 7 years ago
- This is an extension of kaldi speech recognition software which allows to perform decoding of speech with hybrid word and phoneme graphs.…☆11Feb 4, 2020Updated 6 years ago
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆89Apr 2, 2024Updated 2 years ago
- Repository for reproducing result in journal "Self-supervised learning for Speech Emotion Recognition"☆10Mar 15, 2023Updated 3 years ago
- ☆12May 19, 2019Updated 6 years ago
- Human Emotion Understanding using multimodal dataset.☆113Jul 27, 2020Updated 5 years ago
- This repository contains code to replicate results from the ICASSP 2020 paper "StarGAN for Emotional Speech Conversion: Validated by Data…☆137Oct 24, 2021Updated 4 years ago