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…
☆28Jan 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:
- Speech_Emotion_detection-SVM,RF,DT,MLP☆20Dec 2, 2022Updated 3 years ago
- Inspired work by the project of SER using ELM at Microsoft Research☆19Jul 4, 2018Updated 7 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆110Jun 3, 2021Updated 4 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Mar 15, 2024Updated 2 years ago
- Labs for Software Vulnerabilities: Exploitation and Mitigation university course.☆11Jul 5, 2019Updated 6 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.
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆212Nov 10, 2022Updated 3 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆38Nov 21, 2022Updated 3 years ago
- Feature extraction from speech signals based on representation learning strategies using pre-trained autoencoders☆19Jul 6, 2023Updated 2 years ago
- Speaker independent emotion recognition☆330Jun 26, 2024Updated last year
- A random forest classifier to predict the age-group and gender of a speaker from voice measurements.☆18Apr 30, 2019Updated 6 years ago
- Automatic diagnosis of alzheimer☆11Apr 19, 2019Updated 6 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Oct 24, 2023Updated 2 years ago
- Project Made during Virtual Summer Internship under leadingindia.ai and BENNETT UNIVERSITY.☆98Feb 12, 2023Updated 3 years ago
- A neural machine translator from english to spanish in tf2 using encoder-decoder with attention☆11Jun 6, 2021Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Using Convnets and advanced Image Processing techniques to detect DeepFake videos.☆12Aug 6, 2020Updated 5 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆96Jul 6, 2023Updated 2 years ago
- Repository for reproducing result in journal "Self-supervised learning for Speech Emotion Recognition"☆10Mar 15, 2023Updated 3 years ago
- optimal mode selection between normal cellular and D2D mode.☆10Dec 24, 2017Updated 8 years ago
- Avalinguo Audio Dataset: Dataset for Speaker Fluency Level Classification☆13Aug 13, 2018Updated 7 years ago
- A simple command line tool to calculate WER for ASR.☆14Oct 14, 2024Updated last year
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆408Jul 8, 2019Updated 6 years ago
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,291Mar 25, 2023Updated 3 years ago
- Python project for Speech-to-Text and Sentiment Analysis. Supports English and German language!☆21Jul 9, 2021Updated 4 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.
- Classifying Audio to Emotion☆28Dec 14, 2019Updated 6 years ago
- This repository includes the idea of effective D2D Communication method using Matching theoretic approach☆11Feb 11, 2018Updated 8 years ago
- This MATLAB code simulates a PPP wireless communication in the millimeter wave band (@28 GHz)☆13Jun 8, 2018Updated 7 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 7 years ago
- Bidirectional LSTM network for speech emotion recognition.☆267Mar 31, 2019Updated 6 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
- Accompanying code for our paper "Point Cloud Audio Processing"☆18Jul 1, 2021Updated 4 years ago
- Speech emotion recognition using LSTM, SVM and MLP | 语音情感识别☆10Jul 1, 2019Updated 6 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- SMP2018中文人机对话技术评测（ECDT）☆15Oct 25, 2018Updated 7 years ago
- 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
- Simulator used in the study "D2D frequency allocation using GADIA in a cellular network" (Matlab)☆12Feb 8, 2016Updated 10 years ago
- This is a project of speech emotion recognition using KERAS based Semi-Generative Adversarial Networks.☆11May 17, 2018Updated 7 years ago
- ☆12Oct 19, 2017Updated 8 years ago
- Explore the IBM Weather Company data API using Python☆15May 5, 2021Updated 4 years ago
- ☆11Nov 18, 2021Updated 4 years ago