Papers by Oliver Adams
The Johns Hopkins University Bible Corpus: 1600+ Tongues for Typological Exploration (2020.lrec-1)
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Arya D. McCarthy, Rachel Wicks, Dylan Lewis, Aaron Mueller, Winston Wu, Oliver Adams, Garrett Nicolai, Matt Post, David Yarowsky
| Challenge: | Our corpus spans 1611 diverse written languages, with constituents of more than 90 language families. |
| Approach: | They propose to scrape and merge online resources and merge them with existing corpora to create a verse-parallel scheme for all translations. |
| Outcome: | The results show that the Bible provides high coverage of core vocabulary. |
Evaluation Phonemic Transcription of Low-Resource Tonal Languages for Language Documentation (L18-1)
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| Challenge: | Language documentation involves recording the speech of native speakers. |
| Approach: | They propose to use a neural network architecture to model phonemes and tones versus modelling them separately. |
| Outcome: | The proposed method improves efficiency, minimizes typographical errors and maintains transcription faithfulness to acoustic signal while highlighting phonetic and phonemic facts for linguistic consideration. |
Massively Multilingual Adversarial Speech Recognition (N19-1)
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| Challenge: | Prior work in multilingual and cross-lingual speech recognition has been limited to a subset of the world's most-spoken languages. |
| Approach: | They propose to use phonemes and phonemes as pretraining objectives to encourage language-independent representations. |
| Outcome: | The proposed model is able to learn language-independent representations of speech using multilingual training. |