KrishnaDN / speech-emotion-recognition-using-self-attention
Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From INTERSPEECH 2019
☆57Updated 4 years ago
Alternatives and similar repositories for speech-emotion-recognition-using-self-attention:
Users that are interested in speech-emotion-recognition-using-self-attention are comparing it to the libraries listed below
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆32Updated 4 years ago
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 6 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- 3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.☆39Updated 4 years ago
- ☆27Updated 3 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35Updated 4 years ago
- ☆108Updated 2 years ago
- This repository contains code to replicate results from the ICASSP 2020 paper "StarGAN for Emotional Speech Conversion: Validated by Data…☆132Updated 3 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆131Updated 4 months ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- 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
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆23Updated 3 years ago
- ☆49Updated last year
- ☆41Updated 4 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆46Updated 3 years ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆16Updated 9 months ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆150Updated 3 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆52Updated 6 years ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆23Updated 9 months ago
- ☆17Updated 4 years ago
- Time series course Fall 2019 project☆54Updated 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
- Adversarial Auto-encoders for Speech Based Emotion Recogntion☆14Updated 6 years ago
- This is the code for controllable EVC framework for seen and unseen emotion generation.☆44Updated 3 years ago
- Implementation of the paper "Emotion Identification from raw speech signals using DNNs"☆14Updated 4 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆73Updated 2 years ago
- Classify the emotions from variable-length speech segments☆11Updated 7 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
- Augmentation adversarial training for self-supervised speaker recognition☆77Updated 3 years ago
- the implementation of chunk-level attention-based temporal aggregation framework for sequence-to-one recognition tasks☆9Updated last year