--- title: "Speech Language Models in Low-Resource Settings" description: "Speech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis (SPEAKABLE) @ LREC: 8 works in the…" canonical: "https://research.elamur.ai/free/en/venues/speakable/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/speakable/) [home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / Speech Language Models in Low-Resource Settings… # Speech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis (SPEAKABLE) @ LREC Journal Published by [European Language Resources Association (ELRA)](https://md.research.elamur.ai/free/en/publishers/european-language-resources-association-elra/) - [ACL Anthology](https://aclanthology.org/venues/speakable/) - [OpenAlex](https://openalex.org/S7407088301) [**8** works in our library](https://md.research.elamur.ai/free/en/venues/speakable/#works) · [**1** citations of these works](https://md.research.elamur.ai/free/en/venues/speakable/#works) · [**1** citations in our library](https://md.research.elamur.ai/free/en/venues/speakable/#works) · [**2026** years of the works here](#years) ## Volumes by year Each year with works in our library has its page: the place and dates where known, its works, topics, authors and institutions. ### 2020s [**2026** 8 papers](https://md.research.elamur.ai/free/en/venues/speakable/2026/) ## Top topics Topics of its works in our library, with the number of works on each. [Speech & spoken language (4)](https://md.research.elamur.ai/free/en/topics/speech/) · [Semitic languages (2)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Efficient models & compression (2)](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Low-resource languages (1)](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Fields [Arts and Humanities (8)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (8)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Psychology (2)](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Social Sciences (1)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) ## Top authors Authors with a page who published here most often: their works here, and the citations of those works. [🧑‍🔬**Shammur Absar Chowdhury**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/shammur-absar-chowdhury/) · [🧑‍🔬**Caterina Mauri**1 work here](https://md.research.elamur.ai/free/en/authors/caterina-mauri/) · [🧑‍🔬**Claudia Borg**1 work here](https://md.research.elamur.ai/free/en/authors/claudia-borg/) · [🧑‍🔬**Eneko Agirre**1 work here](https://md.research.elamur.ai/free/en/authors/eneko-agirre/) · [🧑‍🔬**Eva Navas**1 work here](https://md.research.elamur.ai/free/en/authors/eva-navas/) · [🧑‍🔬**Fernando López**1 work here](https://md.research.elamur.ai/free/en/authors/fernando-lopez/) · [🧑‍🔬**Hend Al-Khalifa**1 work here](https://md.research.elamur.ai/free/en/authors/hend-al-khalifa/) · [🧑‍🔬**Jordi Luque**1 work here](https://md.research.elamur.ai/free/en/authors/jordi-luque/) · [🧑‍🔬**Kengatharaiyer Sarveswaran**1 work here](https://md.research.elamur.ai/free/en/authors/kengatharaiyer-sarveswaran/) · [🧑‍🔬**Ludovica Pannitto**1 work here](https://md.research.elamur.ai/free/en/authors/ludovica-pannitto/) · [🧑‍🔬**Martina Simonotti**1 work here](https://md.research.elamur.ai/free/en/authors/martina-simonotti/) · [🧑‍🔬**Md Abdur Razzaq Riyadh**1 work here](https://md.research.elamur.ai/free/en/authors/md-abdur-razzaq-riyadh/) ## Top institutions Institutions on the bylines of its works here, by the number of works. [🎓**University of the Basque Country** Leioa · Spain 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-the-basque-country/) · [🎓**Copenhagen Business School** Copenhagen · Denmark 1 work here](https://md.research.elamur.ai/free/en/universities/copenhagen-business-school/) · [🎓**University of Malta** Msida · Malta 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-malta/) · [🎓**University of Jaffna** Jaffna · Sri Lanka 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-jaffna/) · [🎓**King Saud University** Riyadh · Saudi Arabia 1 work here](https://md.research.elamur.ai/free/en/universities/king-saud-university/) · [🎓**Humboldt-Universität zu Berlin** Berlin · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/humboldt-universitat-zu-berlin/) · [🎓**Hamad bin Khalifa University** Doha · Qatar 1 work here](https://md.research.elamur.ai/free/en/universities/hamad-bin-khalifa-university/) · [🎓**Universidad Autónoma de Madrid** Madrid · Spain 1 work here](https://md.research.elamur.ai/free/en/universities/universidad-autonoma-de-madrid/) · [🎓**University of Bologna** Bologna · Italy 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-bologna/) ## Works in our library (8) The most cited first (OpenAlex citations plus our library's). 1. **[HARNESS: Lightweight Distilled Arabic Speech Foundation Models](https://md.research.elamur.ai/free/en/papers/sukhadia-2026-harness-lightweight-distilled-arabic-speech/) Speech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis (SPEAKABLE) @ LREC**Vrunda Nileshkumar Sukhadia, Shammur Absar Chowdhury*2026 · 1 citation* 2. **[When Does OmniASR Fail? A Fine-Grained Human Evaluation on Saudi Arabic Dialects](https://md.research.elamur.ai/free/en/papers/khalifa-2026-when-does-omniasr-fail-fine/) Speech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis (SPEAKABLE) @ LREC**Hend Al-Khalifa*2026* 3. **[“OK Aura, Be Fair with Me”: Demographics-Agnostic Training for Bias Mitigation in Wake-up Word Detection](https://md.research.elamur.ai/free/en/papers/lopez-2026-ok-aura-be-fair-me/) Speech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis (SPEAKABLE) @ LREC**Fernando López, Paula Delgado-Santos, Pablo Gómez, et al.*2026* 4. **[Not All Polar Questions Are the Same: ASR, Humans, and Russian](https://md.research.elamur.ai/free/en/papers/onoeva-2026-not-all-polar-questions-are/) Speech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis (SPEAKABLE) @ LREC**Maria Onoeva*2026* 5. **[SpeechLM for Automatic Speech Recognition in Low-resource Languages](https://md.research.elamur.ai/free/en/papers/riyadh-2026-speechlm-automatic-speech-recognition-low/) Speech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis (SPEAKABLE) @ LREC**Md Abdur Razzaq Riyadh, Eneko Agirre, Eva Navas, et al.*2026* 6. **[Say Again? The Limits of Whisper with Conversation. A Case Study on the KIParla Corpus.](https://md.research.elamur.ai/free/en/papers/simonotti-2026-say-again-limits-whisper-conversation/) Speech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis (SPEAKABLE) @ LREC**Martina Simonotti, Ludovica Pannitto, Caterina Mauri, et al.*2026* 7. **[Quantizing Whisper: How Design Choices Affect ASR Performance](https://md.research.elamur.ai/free/en/papers/sohler-2026-quantizing-whisper-how-design-choices/) Speech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis (SPEAKABLE) @ LREC**Arthur Söhler, Julian Irigoyen, Andreas Søeborg Kirkedal*2026* 8. **[TaLK-Corpus: A Regionally Diverse Evaluation Set for Sri Lankan Tamil Speech](https://md.research.elamur.ai/free/en/papers/thillainathan-2026-talk-corpus-regionally-diverse-evaluation/) Speech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis (SPEAKABLE) @ LREC**Adsajan Thillainathan, Nishanthini Kanthakumar, Nivethiga Rasan, et al.*2026* Venues, publishers and identifiers from OpenAlex (2026-10-14) and the ACL Anthology; yearly proceedings are counted as one series.