michen00 / multilingual_speech_valence_classification_datasets
Multilingual datasets with raw audio for speech emotion recognition
☆19Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for multilingual_speech_valence_classification_datasets
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆126Updated 2 years ago
- ☆97Updated 2 years ago
- ☆40Updated 4 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- 3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.☆34Updated 3 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆84Updated last year
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆21Updated 2 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆142Updated 3 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆290Updated last month
- Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch☆31Updated 6 months 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
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆159Updated 5 months ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆18Updated 7 months ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆66Updated 2 years ago
- A unified dataset of multilingual emotional human utterances☆22Updated 2 years ago
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆34Updated 10 months ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆113Updated 3 years 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
- ☆17Updated 2 years ago
- A Compact and Effective Pretrained Model for Speech Emotion Recognition☆27Updated 4 months ago
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Updated last year
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 6 years ago
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆12Updated 5 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆191Updated last year
- ☆46Updated 11 months ago
- This is the repository for Neural Networks project called Speech Emotion Classification Using Attention-Based LSTM☆11Updated 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
- Code for our paper "Efficient Speech Emotion Recognition Using Multi-Scale CNN and Attention" (ICASSP 2021, co-first authorship)☆24Updated 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
- SpeechFormer++ in PyTorch☆41Updated last year