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)
☆47Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for peft-ser
- SpeechFormer++ in PyTorch☆42Updated last year
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆35Updated 11 months ago
- [ICASSP 2024] Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition☆18Updated 7 months ago
- ☆19Updated last year
- A Compact and Effective Pretrained Model for Speech Emotion Recognition☆27Updated 4 months ago
- DWFormer: Dynamic Window Transformer for Speech Emotion Recognition(ICASSP 2023 Oral)☆51Updated 4 months ago
- EMO-SUPERB submission☆28Updated 2 months ago
- Official implement of SpeechFormer written in Python (PyTorch).☆75Updated last year
- Trustworthy Speech Emotion Recognition☆13Updated last year
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆43Updated 2 years ago
- ☆43Updated last year
- An implementation of Speech Emotion Recognition, based on HuBERT model, training with PyTorch and HuggingFace framework, and fine-tuning …☆32Updated 2 years ago
- ☆59Updated 2 months ago
- MSP-Podcast Challenge Baseline Code☆17Updated 5 months ago
- AD-TUNING: An Adaptive CHILD-TUNING Approach to Efficient Hyperparameter Optimization of Child Networks for Speech Processing Tasks in th…☆11Updated 8 months ago
- Codes and datasets for our ICASSP2023 paper, Evaluating parameter-efficient transfer learning approaches on SURE benchmark for speech und…☆43Updated last year
- ☆17Updated 10 months ago
- This is the code for controllable EVC framework for seen and unseen emotion generation.☆41Updated 3 years ago
- Official implementation of the paper "SPEAKER VGG CCT: Cross-corpus Speech Emotion Recognition with Speaker Embedding and Vision Transfor…☆18Updated last year
- ☆17Updated 2 years ago
- ICASSP 2023: 'Speaker recognition with two-step multi-modal deep cleansing'☆35Updated 2 years ago
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆66Updated 8 months ago
- Self-Supervised Speech/Sound Pre-training and Representation Learning Toolkit☆13Updated 2 years ago
- ☆98Updated 2 years ago
- ☆45Updated 3 years ago
- FRAME-LEVEL EMOTIONAL STATE ALIGNMENT METHOD FOR SPEECH EMOTION RECOGNITION☆16Updated last month
- Emotion Recognition ToolKit (ERTK): tools for emotion recognition. Dataset processing, feature extraction, experiments,☆55Updated last week
- ☆10Updated 11 months ago
- A deepfake audio dataset for detecting fake speech from codec-based speech synthesis systems, Interspeech 2024☆13Updated 3 months ago
- A Pytorch implementation of the paper : SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification☆31Updated 3 years ago