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Add recent code-switching ASR papers and resources - #26

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gentaiscool:mainfrom
enesyugan:add-ugan-code-switching-papers
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Add recent code-switching ASR papers and resources#26
enesyugan wants to merge 1 commit into
gentaiscool:mainfrom
enesyugan:add-ugan-code-switching-papers

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@enesyugan

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Hi!

Thanks for maintaining this repository!

I came across it while looking for code-switching resources and thought I'd add a few papers that may be useful to the community.

This PR adds:

  • Adding Robust Code-Switching Capabilities to High Performance Multilingual ASR
  • Bayesian Low-Rank Factorization for Robust Model Adaptation
  • Adapting Language Balance in Code-Switching Speech
  • Weight Factorization and Centralization for Continual Learning in Speech Recognition
  • PIER: A Novel Metric for Evaluating What Matters in Code-Switching
  • Language-agnostic Code-Switching in Sequence-To-Sequence Speech Recognition
  • DECM: Evaluating Bilingual ASR Performance on a Code-Switching/Mixing Benchmark

I also included links to the corresponding code repositories where available.

Some of the continual learning papers are a bit broader than code-switching, but they include experiments on code-switching ASR and have been useful in this context. If you think they are outside the scope of the repository, I'm happy to remove them.

Thanks!

Add recent work on robust code-switching ASR, language balance, continual adaptation, evaluation metrics, and the DECM benchmark.
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