mkosaka1 / Speech_Emotion_RecognitionLinks
Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.
☆144Updated 4 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
Sorting:
- Understanding emotions from audio files using neural networks and multiple datasets.☆426Updated 2 years ago
- Time series course Fall 2019 project☆53Updated 5 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆115Updated 3 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆298Updated last year
- ☆90Updated 3 years ago
- A multimodal approach on emotion recognition using audio and text.☆187Updated 5 years ago
- Identify the emotion of multiple speakers in an Audio Segment☆178Updated 2 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆41Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆440Updated 2 years ago
- Speaker independent emotion recognition☆328Updated last year
- ☆49Updated 2 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆211Updated 3 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆132Updated 5 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆397Updated last year
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆406Updated 6 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆118Updated 4 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆38Updated 3 years ago
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆669Updated 2 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆27Updated 3 years ago
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆27Updated 2 years ago
- Detecting depression in a conversation using Convolutional Neral Network☆74Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆95Updated 2 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆140Updated last year
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆47Updated last year
- Bidirectional LSTM network for speech emotion recognition.☆267Updated 6 years ago
- Classifying Audio to Emotion☆28Updated 6 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Updated 5 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆170Updated 5 years ago
- Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)☆220Updated 2 years ago
- Contains links to publicly available datasets for modeling health outcomes using speech and language.☆126Updated last year