rajamohanharesh / Emotion-Recognition
Time series course Fall 2019 project
☆54Updated 4 years ago
Alternatives and similar repositories for Emotion-Recognition:
Users that are interested in Emotion-Recognition are comparing it to the libraries listed below
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Updated 4 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
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆137Updated 4 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35Updated 4 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆23Updated 3 years ago
- A multimodal approach on emotion recognition using audio and text.☆175Updated 4 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆120Updated 4 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆131Updated 4 months ago
- ☆49Updated last year
- 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
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆27Updated last year
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆280Updated 10 months ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆16Updated 9 months ago
- ☆27Updated 3 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆32Updated 4 years ago
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Updated 6 years ago
- ☆108Updated 2 years ago
- ☆17Updated last year
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆162Updated 4 years ago
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 6 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆106Updated 3 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆46Updated 9 months ago
- ☆90Updated 2 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- ☆41Updated 4 years ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆23Updated 9 months ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆76Updated 3 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆110Updated 3 years ago