RoccoJay / Audio_to_Emotion
Classifying Audio to Emotion
☆28Updated 5 years ago
Alternatives and similar repositories for Audio_to_Emotion:
Users that are interested in Audio_to_Emotion are comparing it to the libraries listed below
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆138Updated 4 years ago
- Time series course Fall 2019 project☆54Updated 4 years ago
- Speech_Emotion_detection-SVM,RF,DT,MLP☆20Updated 2 years ago
- ☆90Updated 2 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
- Detecting depression in a conversation using Convolutional Neral Network☆68Updated 4 years ago
- Deception and emotion detection via audio and video.☆35Updated 5 years ago
- ☆49Updated last year
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆27Updated 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
- A curated list of awesome work on machine learning for mental health applications. Includes topics broadly captured by affective computin…☆120Updated 4 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆46Updated 8 months ago
- Emotions recognition from audio signal using OpenSmile, PCA and set of classifiers from Scikit-learn library☆45Updated 2 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆418Updated last year
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆278Updated 10 months ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆39Updated last year
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆110Updated 3 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆129Updated 4 years ago
- Implementation of the paper "Speech emotion recognition with deep convolutional neural networks" by Dias Issa Et al.☆12Updated 3 years ago
- Identify the emotion of multiple speakers in an Audio Segment☆169Updated 2 years ago
- A multimodal approach on emotion recognition using audio and text.☆174Updated 4 years ago
- 1st Place Public Leaderboard Solution for ERC2019☆70Updated 5 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆202Updated 2 years ago
- Multimodal Deep Learning Framework for Mental Disorder Recognition @ FG'20☆38Updated 2 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
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆75Updated 4 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆23Updated 3 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆415Updated last year
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆75Updated 3 years ago
- Project Made during Virtual Summer Internship under leadingindia.ai and BENNETT UNIVERSITY.☆96Updated 2 years ago