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06/13/2023
Statistical Beamformer Exploiting Non-stationarity and Sparsity with Spatially Constrained ICA for Robust Speech Recognition
In this paper, we present a statistical beamforming algorithm as a pre-p...
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04/08/2023
Unsupervised Speech Representation Pooling Using Vector Quantization
With the advent of general-purpose speech representations from large-sca...
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01/16/2023
OLKAVS: An Open Large-Scale Korean Audio-Visual Speech Dataset
Inspired by humans comprehending speech in a multi-modal manner, various...
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06/25/2022
Distilling a Pretrained Language Model to a Multilingual ASR Model
Multilingual speech data often suffer from long-tailed language distribu...
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07/10/2020
Overcoming label noise in audio event detection using sequential labeling
This paper addresses the noisy label issue in audio event detection (AED...
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04/12/2019
Unsupervised Speech Domain Adaptation Based on Disentangled Representation Learning for Robust Speech Recognition
In general, the performance of automatic speech recognition (ASR) system...
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08/25/2015