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10/08/2021
KaraSinger: Score-Free Singing Voice Synthesis with VQ-VAE using Mel-spectrograms
In this paper, we propose a novel neural network model called KaraSinger...
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06/08/2021
SpeechBrain: A General-Purpose Speech Toolkit
SpeechBrain is an open-source and all-in-one speech toolkit. It is desig...
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02/27/2021
Transformers with Competitive Ensembles of Independent Mechanisms
An important development in deep learning from the earliest MLPs has bee...
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08/13/2020
Incorporating Broad Phonetic Information for Speech Enhancement
In noisy conditions, knowing speech contents facilitates listeners to mo...
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06/18/2020
Boosting Objective Scores of Speech Enhancement Model through MetricGAN Post-Processing
The Transformer architecture has shown its superior ability than recurre...
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05/13/2019
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement
Adversarial loss in a conditional generative adversarial network (GAN) i...
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05/06/2019
Learning with Learned Loss Function: Speech Enhancement with Quality-Net to Improve Perceptual Evaluation of Speech Quality
Utilizing a human-perception-related objective function to train a speec...
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04/30/2019
Incorporating Symbolic Sequential Modeling for Speech Enhancement
In a noisy environment, a lossy speech signal can be automatically resto...
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07/19/2018