habla-liaa / ser-with-w2v2
Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'
☆131Updated 3 months ago
Alternatives and similar repositories for ser-with-w2v2:
Users that are interested in ser-with-w2v2 are comparing it to the libraries listed below
- ☆107Updated 2 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆149Updated 3 years ago
- Multilingual datasets with raw audio for speech emotion recognition☆25Updated 3 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
- 3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.☆39Updated 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
- ☆27Updated 3 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆171Updated 11 months ago
- ☆41Updated 4 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆328Updated 6 months ago
- ☆49Updated last year
- This repository contains code to replicate results from the ICASSP 2020 paper "StarGAN for Emotional Speech Conversion: Validated by Data…☆132Updated 3 years ago
- A Compact and Effective Pretrained Model for Speech Emotion Recognition☆38Updated 9 months ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆73Updated 2 years ago
- A unified dataset of multilingual emotional human utterances☆25Updated 3 years ago
- Official implement of SpeechFormer written in Python (PyTorch).☆78Updated 2 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆23Updated 3 years ago
- ☆17Updated 3 years ago
- This is the GitHub page for publicly available emotional speech data.☆345Updated 3 years ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆23Updated 8 months ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆16Updated 8 months ago
- Research code for the paper "Fine-tuning wav2vec2 for speaker recognition" found at https://arxiv.org/abs/2109.15053☆144Updated 2 years ago
- Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch☆37Updated last year
- ☆49Updated 3 years ago
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆73Updated last year
- A multimodal approach on emotion recognition using audio and text.☆174Updated 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
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆39Updated last year