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1
Learning the Ordering of Coordinate Compounds and Elaborate Expressions in Hmong, Lahu, and Chinese ...
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2
AUTOLEX: An Automatic Framework for Linguistic Exploration ...
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3
Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties ...
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4
Evaluating the Morphosyntactic Well-formedness of Generated Texts ...
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5
Tusom2021: A Phonetically Transcribed Speech Dataset from an Endangered Language for Universal Phone Recognition Experiments ...
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6
Evaluating the Morphosyntactic Well-formedness of Generated Texts ...
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7
Quantifying Cognitive Factors in Lexical Decline ...
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8
Differentiable Allophone Graphs for Language-Universal Speech Recognition ...
Abstract: Building language-universal speech recognition systems entails producing phonological units of spoken sound that can be shared across languages. While speech annotations at the language-specific phoneme or surface levels are readily available, annotations at a universal phone level are relatively rare and difficult to produce. In this work, we present a general framework to derive phone-level supervision from only phonemic transcriptions and phone-to-phoneme mappings with learnable weights represented using weighted finite-state transducers, which we call differentiable allophone graphs. By training multilingually, we build a universal phone-based speech recognition model with interpretable probabilistic phone-to-phoneme mappings for each language. These phone-based systems with learned allophone graphs can be used by linguists to document new languages, build phone-based lexicons that capture rich pronunciation variations, and re-evaluate the allophone mappings of seen language. We demonstrate the ... : INTERSPEECH 2021. Contains additional studies on phone recognition for unseen languages ...
Keyword: Audio and Speech Processing eess.AS; Computation and Language cs.CL; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Sound cs.SD
URL: https://arxiv.org/abs/2107.11628
https://dx.doi.org/10.48550/arxiv.2107.11628
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9
AlloVera: a multilingual allophone database
In: LREC 2020: 12th Language Resources and Evaluation Conference ; https://halshs.archives-ouvertes.fr/halshs-02527046 ; LREC 2020: 12th Language Resources and Evaluation Conference, European Language Resources Association, May 2020, Marseille, France ; https://lrec2020.lrec-conf.org/ (2020)
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10
AlloVera: A Multilingual Allophone Database ...
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11
Towards Zero-shot Learning for Automatic Phonemic Transcription ...
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12
Automatic Extraction of Rules Governing Morphological Agreement ...
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13
Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoods ...
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14
Universal Phone Recognition with a Multilingual Allophone System ...
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15
Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated Tasks ...
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16
Characterizing Sociolinguistic Variation in the Competing Vaccination Communities ...
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17
AlloVera: a multilingual allophone database
In: LREC 2020: 12th Language Resources and Evaluation Conference ; https://halshs.archives-ouvertes.fr/halshs-02527046 ; LREC 2020: 12th Language Resources and Evaluation Conference, European Language Resources Association, May 2020, Marseille, France ; https://lrec2020.lrec-conf.org/ (2020)
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18
Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoods
In: Proceedings of the Society for Computation in Linguistics (2020)
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19
Using Interlinear Glosses as Pivot in Low-Resource Multilingual Machine Translation ...
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20
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations ...
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