In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifiers that uses machine learning algorithms has been used for decades in recognizing emotions from speech. However, in recent years, deep learning methods have taken the center stage and have gained popularity fo…
☆29Jan 2, 2024Updated 2 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:
- Inspired work by the project of SER using ELM at Microsoft Research☆19Jul 4, 2018Updated 8 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆111Jun 3, 2021Updated 5 years ago
- Labs for Software Vulnerabilities: Exploitation and Mitigation university course.☆11Jul 5, 2019Updated 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
- Bimodal emotion recognition through facial expressions and speech☆10Mar 12, 2017Updated 9 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.
- Speech Emotion Detection using SVM, Decision Tree, Random Forest, MLP, CNN with different architectures☆37Dec 29, 2023Updated 2 years ago
- Feature extraction from speech signals based on representation learning strategies using pre-trained autoencoders☆19Jul 6, 2023Updated 3 years ago
- Fake news detection using Naïve Bayes in Python along with confusion matrix calculated using sklearn.☆11Aug 16, 2021Updated 5 years ago
- Speaker independent emotion recognition☆333Jun 26, 2024Updated 2 years ago
- Fake News Detection-Naive Bayes Model☆12Apr 23, 2020Updated 6 years ago
- Project Made during Virtual Summer Internship under leadingindia.ai and BENNETT UNIVERSITY.☆97Feb 12, 2023Updated 3 years ago
- A neural machine translator from english to spanish in tf2 using encoder-decoder with attention☆12Jun 6, 2021Updated 5 years ago
- Using Convnets and advanced Image Processing techniques to detect DeepFake videos.☆12Aug 6, 2020Updated 6 years ago
- A random forest classifier to predict the age-group and gender of a speaker from voice measurements.☆18Apr 30, 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.
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Oct 24, 2023Updated 2 years ago
- ☆10Aug 16, 2024Updated 2 years ago
- An attempt to detect fake accounts on the social media platforms is determined by various Machine Learning algorithms. The classification…☆16Mar 29, 2022Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆96Jul 6, 2023Updated 3 years ago
- It is an algorithm analysed the acoustic features of a voice and creates an acoustic classifier - USEFUL for auto-speech-rater☆11Mar 8, 2019Updated 7 years ago
- Napkin is a simple tool to produce statistical analysis of a text☆12Feb 25, 2024Updated 2 years ago
- This is a point of sale application for workshops built with Codeigniter 3☆17May 1, 2020Updated 6 years ago
- How to use Jitsi Meet External API☆15Jun 27, 2020Updated 6 years ago
- Repository for reproducing result in journal "Self-supervised learning for Speech Emotion Recognition"☆10Mar 15, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A simple command line tool to calculate WER for ASR.☆15Jul 28, 2026Updated 2 months ago
- Avalinguo Audio Dataset: Dataset for Speaker Fluency Level Classification☆13Aug 13, 2018Updated 8 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆411Jul 8, 2019Updated 7 years ago
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,315Mar 25, 2023Updated 3 years ago
- [JMLR] Gradual Domain Adaptation: Theory and Algorithms☆11Jan 14, 2025Updated last year
- This project is the official implementation of ``Self-Supervised Graph Neural Network for Multi-Source Domain Adaptation'' in PyTorch, wh…☆12Nov 4, 2022Updated 3 years ago
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Jan 17, 2025Updated last year
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Jun 11, 2018Updated 8 years ago
- MFCC features + SVM for speech emotion classification☆16Oct 21, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- Draw Revit-like walking paths and preview walking paths' view in Forge Viewer☆10Mar 3, 2022Updated 4 years ago
- SERAB: a multi-lingual benchmark for speech emotion recognition☆28Dec 16, 2022Updated 3 years ago
- SMP2018中文人机对话技术评测(ECDT)☆15Oct 25, 2018Updated 7 years ago
- Research codes for image interestingness☆17Dec 6, 2017Updated 8 years ago
- 1st Place Public Leaderboard Solution for ERC2019☆70Jan 13, 2020Updated 6 years ago
- Explore the IBM Weather Company data API using Python☆15May 5, 2021Updated 5 years ago