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12/10/2022
Synthetic Wave-Geometric Impulse Responses for Improved Speech Dereverberation
We present a novel approach to improve the performance of learning-based...
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11/15/2022
Reverberation as Supervision for Speech Separation
This paper proposes reverberation as supervision (RAS), a novel unsuperv...
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04/04/2022
GWA: A Large High-Quality Acoustic Dataset for Audio Processing
We present the Geometric-Wave Acoustic (GWA) dataset, a large-scale audi...
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07/19/2021
Improving Reverberant Speech Separation with Multi-stage Training and Curriculum Learning
We present a novel approach that improves the performance of reverberant...
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01/29/2020
Audio-Visual Decision Fusion for WFST-based and seq2seq Models
Under noisy conditions, speech recognition systems suffer from high Word...
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06/25/2019
LipReading with 3D-2D-CNN BLSTM-HMM and word-CTC models
In recent years, deep learning based machine lipreading has gained promi...
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04/12/2018