Sehaba95 / Emotions-recognition-from-audio-signalLinks
Emotions recognition from audio signal using OpenSmile, PCA and set of classifiers from Scikit-learn library
☆47Updated 3 years ago
Alternatives and similar repositories for Emotions-recognition-from-audio-signal
Users that are interested in Emotions-recognition-from-audio-signal are comparing it to the libraries listed below
Sorting:
- Bidirectional LSTM network for speech emotion recognition.☆267Updated 6 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆405Updated 6 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆131Updated 5 years ago
- ☆109Updated 3 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
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆298Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆435Updated last year
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆169Updated 4 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆424Updated 2 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Updated 7 years ago
- Baseline scripts of the 8th Audio/Visual Emotion Challenge (AVEC 2018)☆60Updated 7 years ago
- ☆29Updated 3 years ago
- Speaker independent emotion recognition☆328Updated last year
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆142Updated 4 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆108Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆93Updated 2 years ago
- Supporting code for "Emotion Recognition in Speech using Cross-Modal Transfer in the Wild"☆106Updated 6 years ago
- Detecting depression in a conversation using Convolutional Neral Network☆74Updated 4 years ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆80Updated 3 years ago
- Implementation of the paper "Emotion Identification from raw speech signals using DNNs"☆14Updated 5 years ago
- ☆138Updated last year
- Predicting depression from acoustic features of speech using a Convolutional Neural Network.☆316Updated 7 years ago
- Python package for openSMILE☆299Updated last month
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35Updated 5 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆34Updated 5 years ago
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 7 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
- ☆48Updated 2 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆119Updated 4 years ago
- Time series course Fall 2019 project☆53Updated 5 years ago