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Combining Unsupervised and Text Augmented Semi-Supervised Learning for Low Resourced Autoregressive Speech Recognition



Chak-Fai Li , Francis Keith , William Hartmann , Matthew Snover

* 5 pages 

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Overcoming Domain Mismatch in Low Resource Sequence-to-Sequence ASR Models using Hybrid Generated Pseudotranscripts



Chak-Fai Li , Francis Keith , William Hartmann , Matthew Snover , Owen Kimball

* 5 pages 

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Using heterogeneity in semi-supervised transcription hypotheses to improve code-switched speech recognition



Andrew Slottje , Shannon Wotherspoon , William Hartmann , Matthew Snover , Owen Kimball

* 5 pages 

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Learning from Noisy Labels with Noise Modeling Network



Zhuolin Jiang , Jan Silovsky , Man-Hung Siu , William Hartmann , Herbert Gish , Sancar Adali


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Cross-lingual Information Retrieval with BERT



Zhuolin Jiang , Amro El-Jaroudi , William Hartmann , Damianos Karakos , Lingjun Zhao


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Towards a New Understanding of the Training of Neural Networks with Mislabeled Training Data



Herbert Gish , Jan Silovsky , Man-Ling Sung , Man-Hung Siu , William Hartmann , Zhuolin Jiang

* 13 pages with 3 figures 

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