usc-sail / peft-ser
PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models (Accepted to 2023 ACII)
☆58Updated 8 months ago
Alternatives and similar repositories for peft-ser:
Users that are interested in peft-ser are comparing it to the libraries listed below
- 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☆21Updated 11 months ago
- SpeechFormer++ in PyTorch☆48Updated last year
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆36Updated last year
- ☆43Updated 2 years ago
- Official implement of SpeechFormer written in Python (PyTorch).☆77Updated last year
- MSP-Podcast Challenge Baseline Code☆20Updated 9 months ago
- EMO-SUPERB submission☆42Updated 6 months ago
- DWFormer: Dynamic Window Transformer for Speech Emotion Recognition(ICASSP 2023 Oral)☆59Updated 8 months ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆45Updated 2 years ago
- Official implementation of the paper "SPEAKER VGG CCT: Cross-corpus Speech Emotion Recognition with Speaker Embedding and Vision Transfor…☆20Updated 2 years ago
- MSP-Podcast Challenge Baseline Code for Interspeech 2025☆22Updated 3 months ago
- ☆17Updated last year
- An implementation of Speech Emotion Recognition, based on HuBERT model, training with PyTorch and HuggingFace framework, and fine-tuning …☆33Updated 2 years ago
- Trustworthy Speech Emotion Recognition☆13Updated last year
- ☆19Updated last year
- Self-Supervised Speech/Sound Pre-training and Representation Learning Toolkit☆13Updated 2 years ago
- ICASSP 2023: 'Speaker recognition with two-step multi-modal deep cleansing'☆39Updated 2 years ago
- ☆64Updated 6 months ago
- A unified dataset of multilingual emotional human utterances☆25Updated 3 years ago
- This is the code for controllable EVC framework for seen and unseen emotion generation.☆42Updated 3 years ago
- ☆30Updated last year
- ☆106Updated 2 years ago
- Codes and datasets for our ICASSP2023 paper, Evaluating parameter-efficient transfer learning approaches on SURE benchmark for speech und…☆43Updated 2 years ago
- Official source code for the paper "Tailored Design of Audio-Visual Speech Recognition Models using Branchformers"☆11Updated last month
- ☆11Updated 4 years ago
- ☆41Updated 4 years ago
- ☆49Updated 3 years ago
- INTERSPEECH 23 - Refunction Whisper to recognize new tasks with adapters!☆37Updated last year
- ☆22Updated last year