Sehaba95 / Emotions-recognition-from-audio-signal
Emotions recognition from audio signal using OpenSmile, PCA and set of classifiers from Scikit-learn library
☆44Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Emotions-recognition-from-audio-signal
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆85Updated last year
- ☆26Updated 2 years ago
- Time series course Fall 2019 project☆53Updated 4 years ago
- openXBOW - the Passau Open-Source Crossmodal Bag-of-Words Toolkit☆81Updated 3 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆58Updated 3 years ago
- Baseline scripts of the 8th Audio/Visual Emotion Challenge (AVEC 2018)☆57Updated 6 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Updated 6 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆102Updated 3 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆32Updated 4 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆21Updated 2 years ago
- ☆108Updated 2 years ago
- Implementation of the paper "Emotion Identification from raw speech signals using DNNs"☆14Updated 4 years ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆16Updated 3 months ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆36Updated 8 months ago
- Supporting code for "Emotion Recognition in Speech using Cross-Modal Transfer in the Wild"☆101Updated 5 years ago
- ☆129Updated 2 months ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35Updated 4 years ago
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 6 years ago
- Bidirectional LSTM network for speech emotion recognition.☆262Updated 5 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆36Updated 2 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆114Updated 3 years ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆76Updated 2 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆45Updated 3 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆92Updated 2 years ago
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆23Updated 3 years ago
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆26Updated 10 months ago
- ☆46Updated 11 months ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆125Updated 3 years ago