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09/09/2022
Streaming Target-Speaker ASR with Neural Transducer
Although recent advances in deep learning technology have boosted automa...
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08/17/2022
Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction
Target-oriented Opinion Words Extraction (TOWE) is a fine-grained sentim...
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08/12/2022
USB: A Unified Semi-supervised Learning Benchmark
Semi-supervised learning (SSL) improves model generalization by leveragi...
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06/16/2022
Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training
Recent studies have shown that the benefits provided by self-supervised ...
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05/15/2022
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning
Pseudo labeling and consistency regularization approaches with confidenc...
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12/14/2021
Margin Calibration for Long-Tailed Visual Recognition
The long-tailed class distribution in visual recognition tasks poses gre...
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10/15/2021
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling
The recently proposed FixMatch achieved state-of-the-art results on most...
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05/18/2021
Exploiting Adapters for Cross-lingual Low-resource Speech Recognition
Cross-lingual speech adaptation aims to solve the problem of leveraging ...
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04/15/2021
Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching
End-to-end automatic speech recognition (ASR) can achieve promising perf...
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11/10/2017