MeidanGR / SpeechEmotionRecognition_RealtimeLinks
Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).
☆110Updated 3 years ago
Alternatives and similar repositories for SpeechEmotionRecognition_Realtime
Users that are interested in SpeechEmotionRecognition_Realtime are comparing it to the libraries listed below
Sorting:
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆138Updated 4 years ago
- A multimodal approach on emotion recognition using audio and text.☆179Updated 5 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆203Updated 2 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆39Updated last year
- ☆48Updated last year
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆289Updated last year
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆346Updated 8 months ago
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆27Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆417Updated last year
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆46Updated 10 months ago
- Time series course Fall 2019 project☆53Updated 4 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆175Updated last year
- Understanding emotions from audio files using neural networks and multiple datasets.☆418Updated last year
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆23Updated 3 years ago
- Speaker independent emotion recognition☆322Updated 11 months ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆121Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆30Updated last year
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆636Updated last year
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆133Updated 5 months ago
- Identify the emotion of multiple speakers in an Audio Segment☆171Updated 2 years ago
- Detecting depression in a conversation using Convolutional Neral Network☆71Updated 4 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆72Updated 3 years ago
- ☆90Updated 2 years ago
- Project Made during Virtual Summer Internship under leadingindia.ai and BENNETT UNIVERSITY.☆95Updated 2 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 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
- MFCC features + SVM for speech emotion classification☆16Updated 4 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆150Updated 3 years ago