hwang9u / emocatcher
[RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)
☆27Updated last year
Alternatives and similar repositories for emocatcher:
Users that are interested in emocatcher are comparing it to the libraries listed below
- ☆49Updated last year
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆45Updated 2 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆73Updated 2 years ago
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆36Updated last year
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆128Updated 2 months ago
- Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch☆34Updated 11 months ago
- ☆104Updated 2 years ago
- DWFormer: Dynamic Window Transformer for Speech Emotion Recognition(ICASSP 2023 Oral)☆57Updated 8 months ago
- An implementation of Speech Emotion Recognition, based on HuBERT model, training with PyTorch and HuggingFace framework, and fine-tuning …☆33Updated 2 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆52Updated 3 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- Official implementation of the paper "SPEAKER VGG CCT: Cross-corpus Speech Emotion Recognition with Speaker Embedding and Vision Transfor…☆20Updated 2 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆146Updated 3 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆168Updated 9 months ago
- A multimodal approach on emotion recognition using audio and text.☆170Updated 4 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆21Updated 3 years ago
- A Compact and Effective Pretrained Model for Speech Emotion Recognition☆36Updated 8 months ago
- [ICASSP 2024] Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition☆22Updated 11 months ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆138Updated last year
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆38Updated last year
- 3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.☆38Updated 4 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
- 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
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆118Updated 4 years ago
- FRAME-LEVEL EMOTIONAL STATE ALIGNMENT METHOD FOR SPEECH EMOTION RECOGNITION☆18Updated 2 months ago
- SpeechFormer++ in PyTorch☆47Updated last year
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆22Updated 7 months ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- Multilingual datasets with raw audio for speech emotion recognition☆22Updated 3 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆199Updated 2 years ago