Mitsubishi Electric Research Laboratories (MERL)
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- Cambridge, MA
- https://www.merl.com
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tf-locoformer
tf-locoformer PublicTransformer with Local Modeling by Convolution for Speech Separation and Enhancement
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cocktail-fork-separation
cocktail-fork-separation PublicBaseline multi-resolution cross network model trained using the Divide and Remaster Dataset
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hyper-unmix
hyper-unmix PublicSource code for training models and using the hyperbolic interface proposed in our ICASSP 2023 paper, “Hyperbolic Audio Source Separation.”
Repositories
- PhysicsInformedNeuralODE Public
This repository includes source code for training and using the Physics-Informed Neural ODE (PINODE) Operator for modeling complex dynamics systems published in our Nature Scientific Reports paper, **Physics-Informed Neural ODE (PINODE) by Aleksei Sholokhov, Yuying Liu, Hassan Mansour, and Saleh Nabi.
- ab-pinns Public
PyTorch implementation of Adaptive-Basis Physics-Informed Neural Networks (AB-PINNs) for residual-driven domain decomposition in PINNs
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