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05/12/2023
Continual Learning for End-to-End ASR by Averaging Domain Experts
Continual learning for end-to-end automatic speech recognition has to co...
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12/11/2021
Perceptual Loss with Recognition Model for Single-Channel Enhancement and Robust ASR
Single-channel speech enhancement approaches do not always improve autom...
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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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04/08/2021
MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement
The discrepancy between the cost function used for training a speech enh...
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03/03/2020
Phonetic Feedback for Speech Enhancement With and Without Parallel Speech Data
While deep learning systems have gained significant ground in speech enh...
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03/03/2020
Towards Real-time Mispronunciation Detection in Kids' Speech
Modern mispronunciation detection and diagnosis systems have seen signif...
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09/25/2018
An Exploration of Mimic Architectures for Residual Network Based Spectral Mapping
Spectral mapping uses a deep neural network (DNN) to map directly from n...
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03/26/2018