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07/19/2022
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding
This paper presents recent progress on integrating speech separation and...
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02/24/2022
Towards Low-distortion Multi-channel Speech Enhancement: The ESPNet-SE Submission to The L3DAS22 Challenge
This paper describes our submission to the L3DAS22 Challenge Task 1, whi...
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02/10/2022
Conditional Diffusion Probabilistic Model for Speech Enhancement
Speech enhancement is a critical component of many user-oriented audio a...
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12/17/2021
Discretization and Re-synthesis: an alternative method to solve the Cocktail Party Problem
Deep learning based models have significantly improved the performance o...
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10/09/2021
An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition
Self-supervised pretraining on speech data has achieved a lot of progres...
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07/25/2021
A Study on Speech Enhancement Based on Diffusion Probabilistic Model
Diffusion probabilistic models have demonstrated an outstanding capabili...
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11/15/2020
Speech enhancement guided by contextual articulatory information
Previous studies have confirmed the effectiveness of leveraging articula...
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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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06/07/2015