Sehaba95 / Emotions-recognition-from-audio-signal
Emotions recognition from audio signal using OpenSmile, PCA and set of classifiers from Scikit-learn library
☆45Updated 2 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
- ☆27Updated 2 years ago
- Baseline scripts of the 8th Audio/Visual Emotion Challenge (AVEC 2018)☆57Updated 6 years ago
- ☆108Updated 2 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆58Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆86Updated last year
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆32Updated 4 years ago
- ☆47Updated last year
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆21Updated 2 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆124Updated 4 years ago
- Time series course Fall 2019 project☆54Updated 4 years ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆77Updated 2 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆103Updated 3 years ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆16Updated 5 months ago
- Implementation of the paper "Emotion Identification from raw speech signals using DNNs"☆14Updated 4 years ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆70Updated 3 years ago
- Detecting depression in a conversation using Convolutional Neral Network☆66Updated 3 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆50Updated 3 years ago
- Reproducing the baselines of the 2nd Multimodal Sentiment Analysis Challenge (MuSe 2021)☆39Updated 3 years ago
- Repository for th OMG Emotion Challenge☆88Updated last month
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 6 years ago
- Multimodal Emotion Recognition in a video using feature level fusion of audio and visual modalities☆14Updated 6 years ago
- Human emotions are one of the strongest ways of communication. Even if a person doesn’t understand a language, he or she can very well u…☆24Updated 3 years ago
- ☆129Updated 4 months ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Updated 6 years ago
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆12Updated 6 years ago
- openXBOW - the Passau Open-Source Crossmodal Bag-of-Words Toolkit☆81Updated 3 years ago
- These are praat scripts I use in my research, implemented in parselmouth for python for use in binder☆127Updated 3 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆269Updated 7 months ago