Signals and AI Group in Engineering

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6 repositories

pse
Public
Efficient Personalized Speech Enhancement through Self-Supervised Learning
neural-networks data-purification speech-enhancement self-supervised-learning conv-tasnet contrastive-learning
Jupyter Notebook
•5•21•0•0•Updated Mar 12, 2023Mar 12, 2023
bsgru
Public
Block-Sparse Gated Recurrent Unit
Python
•0•1•0•0•Updated Dec 7, 2022Dec 7, 2022
pse-speaker-informed
Public
2021 WASPAA, "Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection".
Jupyter Notebook
•1•0•0•0•Updated Mar 9, 2022Mar 9, 2022
pse-snr-informed
Public
2021 INTERSPEECH, "Improved Personalized Speech Enhancement through SNR-Informed Self-Supervised Pretraining".
speech-enhancement few-shot-learning self-supervised-learning signal-to-noise-ratio personalized-speech-enhancement
Python
•3•9•0•0•Updated Mar 18, 2021Mar 18, 2021
contrastive_mixtures
Public
2020 NeurIPS SAS, "Self-Supervised Learning from Contrastive Mixtures for Personalized Speech Enhancement".
speech-enhancement few-shot-learning self-supervised-learning contrastive-learning personalized-speech-enhancement
Python
•2•7•0•0•Updated Jan 30, 2021Jan 30, 2021
sparse_mle
Public
2020 INTERSPEECH, "Sparse Mixture of Local Experts for Efficient Speech Enhancement".
speech-enhancement network-compression mixture-of-experts
Python
•1•4•0•0•Updated Jun 15, 2020Jun 15, 2020