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

GitHub

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++ 474
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