Data-Science-kosta / Speech-Emotion-Classification-with-PyTorchLinks
This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.
☆204Updated 2 years ago
Alternatives and similar repositories for Speech-Emotion-Classification-with-PyTorch
Users that are interested in Speech-Emotion-Classification-with-PyTorch are comparing it to the libraries listed below
Sorting:
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆134Updated 6 months ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆151Updated 3 years ago
- ☆109Updated 2 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆348Updated 9 months ago
- A multimodal approach on emotion recognition using audio and text.☆181Updated 5 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆175Updated last year
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆121Updated 4 years ago
- ☆49Updated last year
- ☆41Updated 4 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆73Updated 3 years ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆24Updated 11 months 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 2 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆145Updated last year
- 3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.☆40Updated 4 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆289Updated last year
- Official implement of SpeechFormer written in Python (PyTorch).☆80Updated 2 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆47Updated 3 years ago
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆74Updated 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
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆25Updated 3 years ago
- Multilingual datasets with raw audio for speech emotion recognition☆27Updated 3 years ago
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆24Updated 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
- An implementation of Speech Emotion Recognition, based on HuBERT model, training with PyTorch and HuggingFace framework, and fine-tuning …☆34Updated 3 years ago
- A Compact and Effective Pretrained Model for Speech Emotion Recognition☆41Updated last year
- Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch☆40Updated last year
- 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…☆25Updated 4 years ago
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆37Updated last year