blhprasanna99 / speech_emotion_detectionLinks
Speech_Emotion_detection-SVM,RF,DT,MLP
☆20Updated 2 years ago
Alternatives and similar repositories for speech_emotion_detection
Users that are interested in speech_emotion_detection are comparing it to the libraries listed below
Sorting:
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆27Updated last year
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆40Updated last year
- ☆48Updated last year
- Detecting depression in a conversation using Convolutional Neral Network☆73Updated 4 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆130Updated 4 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆294Updated last year
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆113Updated 3 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆37Updated 2 years ago
- A multimodal approach on emotion recognition using audio and text.☆183Updated 5 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆140Updated 4 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆429Updated last year
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆120Updated 4 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Updated 4 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 4 years ago
- Bidirectional LSTM network for speech emotion recognition.☆264Updated 6 years ago
- Emotions recognition from audio signal using OpenSmile, PCA and set of classifiers from Scikit-learn library☆47Updated 3 years ago
- Speaker independent emotion recognition☆325Updated last year
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆381Updated last year
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆34Updated 5 years ago
- Classifying Audio to Emotion☆28Updated 5 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆47Updated last year
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆92Updated 2 years ago
- ☆109Updated 3 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆26Updated 3 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆52Updated 7 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆205Updated 2 years ago
- MFCC features + SVM for speech emotion classification☆16Updated 5 years ago
- Multilingual datasets with raw audio for speech emotion recognition☆29Updated 4 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated 2 years ago
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Updated 6 years ago