From cea793e2bd1751816b246a9c947247f88a1789b6 Mon Sep 17 00:00:00 2001 From: enesyugan <96054933+enesyugan@users.noreply.github.com> Date: Sat, 25 Jul 2026 13:15:53 +0200 Subject: [PATCH] Update README.md: Add recent code-switching ASR papers and resources Add recent work on robust code-switching ASR, language balance, continual adaptation, evaluation metrics, and the DECM benchmark. --- README.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/README.md b/README.md index ea7857f..11ca3a8 100644 --- a/README.md +++ b/README.md @@ -114,8 +114,13 @@ Models. LREC-COLING [Paper] [Code] +- Ugan, et al. (2026) Bayesian Low-Rank Factorization for Robust Model Adaptation. ICASSP [Paper] [Code] +- Ugan, et al. (2025) Adapting Language Balance in Code-Switching Speech. arXiv [Paper] +- Ugan, et al. (2025) Weight Factorization and Centralization for Continual Learning in Speech Recognition. Interspeech [Paper] [Code] - Yu, et al. (2023) Code-switching text generation and injection in mandarin-english asr. ICASSP [Paper] - Tolúlopé, et al. (2023) Multilingual self-supervised speech representations improve the speech recognition of low-resource African languages with codeswitching. Sixth Workshop on Computational Approaches to Linguistic Code-Switching. [Paper] +- Ugan and Waibel (2022) Language-agnostic Code-Switching in Sequence-To-Sequence Speech Recognition. Interspeech [Paper] - Kumar, et al. (2020) Machine Learning based Language Modelling of Code Switched Data. International Conference on Electronics and Sustainable Communication Systems (ICESC) [Paper] - Madhumani, et al. (2020) Learning not to Discriminate: Task Agnostic Learning for Improving Monolingual and Code-switched Speech Recognition. Arxiv [Paper] - Shah, et al. (2020) Learning to Recognize Code-switched Speech Without Forgetting Monolingual Speech Recognition. Arxiv [Paper] @@ -172,6 +177,7 @@ Models for Code-Switching Language Modeling. ACL [Paper] ### Metric +- Ugan, et al. (2025) PIER: A Novel Metric for Evaluating What Matters in Code-Switching. ICASSP [Paper] [Code] - Guzman, et al. (2017) Metrics for modeling code-switching across corpora. Interspeech [Paper] ### Representation Learning @@ -244,6 +250,7 @@ with Embedding Attention. 3rd Workshop of Computational Approaches to Lingui - Agrawal, et al. (2017) Agarwal, Prabhat, et al. I may talk in English but gaali toh Hindi mein hi denge: A study of English-Hindi code-switching and swearing pattern on social networks. International Conference on Communication Systems and Networks (COMSNETS) [Paper] ### Benchmark +- Ugan, et al. (2024) DECM: Evaluating Bilingual ASR Performance on a Code-Switching/Mixing Benchmark. LREC-COLING [Paper] - Khanuja, et al. (2020) GLUECoS : An Evaluation Benchmark for Code-Switched NLP. ACL [Paper] - Aguilar, et al. (2020) LinCE: A Centralized Benchmark for Linguistic Code-switching Evaluation. LREC [Paper]