SpeechAdvReprogram
Speech Recognition
Developing low-resource speech command recognition systems using adversarial reprogramming and transfer learning
A Study of Low-Resource Speech Commands Recognition Based on Adversarial Reprogramming
18 stars
3 watching
2 forks
Language: Python
last commit: about 1 year ago adversarial-reprograminglabel-mappinglow-resource-speech-processingtransfer-learning
Related projects:
Repository | Description | Stars |
---|---|---|
prinsphield/adversarial_reprogramming | This project enables reprogramming of pre-trained neural networks to work on new tasks by fine-tuning them on smaller datasets. | 33 |
huckiyang/voice2series-reprogramming | An approach to reprogramming acoustic models for time series classification using differential mel-spectrograms and adversarial training | 69 |
paarthneekhara/rnn_adversarial_reprogramming | Repurposes pre-trained neural networks for new classification tasks through adversarial reprogramming of their inputs. | 6 |
paarthneekhara/multimodal_rerprogramming | Cross-modal Adversarial Reprogramming enables retraining of image models on text classification tasks | 11 |
arjo129/uspeech | A toolkit for speech recognition on Arduino using C++ | 473 |
yerevann/warp | An approach to transfer learning for NLP tasks using adversarial reprogramming and word-level task-specific embeddings. | 83 |
bytedance/salmonn | A large language model enabling speech, audio event perception and music inputs to achieve multilingual capabilities | 1,053 |
yashdv/speech-recognition | A Matlab code to recognize individuals based on their unique vocal characteristics. | 40 |
veenveenveen/speechsignalprocessingcourse | This project provides a collection of MATLAB source code examples for learning speech signal processing techniques | 66 |
coedl/elpis | A tool that enables language workers to build speech recognition models using multiple systems, including Kaldi and Huggingface Transformers. | 152 |
awni/speech | A PyTorch implementation of end-to-end speech recognition models. | 754 |
matlab-deep-learning/deepspeech | Enables speech-to-text transcription using a pre-trained Deep Speech model in MATLAB. | 7 |
keunwoochoi/auralisation | Reconstructs audio features learned by convolutional neural networks into audible sounds | 42 |
xidongwu/d-auprc | Provides an implementation of a specific algorithm used in audio signal processing | 0 |
yunyuntsai/black-box-adversarial-reprogramming | An approach to adapt machine learning models using scarce data and limited resources by modifying their internal workings without changing the model's original architecture or training data. | 37 |