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11/04/2022
Cold Diffusion for Speech Enhancement
Diffusion models have recently shown promising results for difficult enh...
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04/21/2022
STFT-Domain Neural Speech Enhancement with Very Low Algorithmic Latency
Deep learning based speech enhancement in the short-term Fourier transfo...
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07/25/2020
AutoClip: Adaptive Gradient Clipping for Source Separation Networks
Clipping the gradient is a known approach to improving gradient descent,...
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11/06/2019
Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision
While there has been much recent progress using deep learning techniques...
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07/02/2019
WHAM!: Extending Speech Separation to Noisy Environments
Recent progress in separating the speech signals from multiple overlappi...
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05/08/2019
Universal Sound Separation
Recent deep learning approaches have achieved impressive performance on ...
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11/07/2018
Class-conditional embeddings for music source separation
Isolating individual instruments in a musical mixture has a myriad of po...
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07/07/2016
