Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch
☆41Apr 12, 2024Updated 2 years ago
Alternatives and similar repositories for Transformer-based-SER
Users that are interested in Transformer-based-SER are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Speech Emotion Recognition (SER) in Tensorflow using CNNs and CRNNs Based on Mel Spectrograms and Mel Frequency Cepstral Coefficients (MF…☆12Apr 28, 2025Updated last year
- FRAME-LEVEL EMOTIONAL STATE ALIGNMENT METHOD FOR SPEECH EMOTION RECOGNITION☆22Dec 22, 2024Updated last year
- SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings☆15Jan 23, 2024Updated 2 years ago
- MFCC features + SVM for speech emotion classification☆16Oct 21, 2020Updated 6 years ago
- [ICASSP 2024] Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition☆28Apr 11, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official implementation of the paper "SPEAKER VGG CCT: Cross-corpus Speech Emotion Recognition with Speaker Embedding and Vision Transfor…☆26Feb 17, 2023Updated 3 years ago
- Trustworthy Speech Emotion Recognition☆13May 22, 2023Updated 3 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆162Nov 27, 2023Updated 2 years ago
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆38Dec 18, 2023Updated 2 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆30Sep 29, 2023Updated 3 years ago
- An implementation of Speech Emotion Recognition, based on HuBERT model, training with PyTorch and HuggingFace framework, and fine-tuning …☆33May 18, 2022Updated 4 years ago
- In this work is proposed a speech emotion recognition model based on the extraction of four different features got from RAVDESS sound fil…☆10Feb 27, 2022Updated 4 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆27Mar 11, 2022Updated 4 years ago
- SpeechFormer++ in PyTorch☆51Jul 21, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ACII 2023] PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Spe…☆59Jul 1, 2024Updated 2 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…☆25Jun 23, 2021Updated 5 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆49Apr 11, 2022Updated 4 years ago
- Self-Supervised Speech/Sound Pre-training and Representation Learning Toolkit☆13Nov 18, 2022Updated 3 years ago
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆269Nov 6, 2020Updated 5 years ago
- ☆14Sep 2, 2023Updated 3 years ago
- 😎 Awesome lists about Speech Emotion Recognition☆101Dec 24, 2024Updated last year
- Codes and datasets for our ICASSP2023 paper, Evaluating parameter-efficient transfer learning approaches on SURE benchmark for speech und…☆43Mar 12, 2023Updated 3 years ago
- Zero-Shot Emotion Style Transfer☆49Apr 23, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ATTENTION AGGREGATION NETWORK FOR AUDIO-VISUAL EMOTION RECOGNITION☆14Sep 25, 2023Updated 3 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Jun 11, 2018Updated 8 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆427Sep 30, 2024Updated 2 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆153Oct 26, 2021Updated 5 years ago
- AD-TUNING: An Adaptive CHILD-TUNING Approach to Efficient Hyperparameter Optimization of Child Networks for Speech Processing Tasks in th…☆11Feb 23, 2024Updated 2 years ago
- ☆110Aug 10, 2022Updated 4 years ago
- [ICASSP 2025] "Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attentio…☆41Apr 27, 2025Updated last year
- ☆25Sep 10, 2024Updated 2 years ago
- Repository for reproducing result in journal "Self-supervised learning for Speech Emotion Recognition"☆10Mar 15, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆35Jul 17, 2025Updated last year
- Multi-modal Human Emotion Recognition of speech clips (audio + video) contained in RAVDESS dataset using a two stream architecture☆32Mar 2, 2023Updated 3 years ago
- Emo-CLIM: Emotion-Aligned Contrastive Learning Between Images and Music [ICASSP 2024]☆15Jan 15, 2024Updated 2 years ago
- Speech Emotion Recognition using transfer learning with wav2vec on IEMOCAP.☆17Aug 8, 2021Updated 5 years ago
- I created some notebooks about different concepts of financial engineering☆11Sep 28, 2025Updated last year
- Module list for Sectors's financial analytics workshop☆11Jun 20, 2024Updated 2 years ago
- Local-Global Attention: An Adaptive Mechanism for Multi-Scale Feature Integration☆11Dec 18, 2024Updated last year