ArTST: Arabic Text and Speech Transformer. - Hawau Olamide Toyin; Amirbek Djanibekov; Ajinkya Kulkarni; Hanan Aldarmaki (ArabicNLP, 2023)

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. - Holy Lovenia; Rahmad Mahendra; Salsabil Maulana Akbar; Lester James V. Miranda; Jennifer Santoso; Elyanah Aco; Akhdan Fadhilah; Jonibek Mansurov; Joseph Marvin Imperial; Onno Kampman; Joel Ruben Antony Moniz; Muhammad Ravi Shulthan Habibi; et al. (EMNLP, 2024)

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. - Holy Lovenia; Rahmad Mahendra; Salsabil Maulana Akbar; Lester James V. Miranda; Jennifer Santoso; Elyanah Aco; Akhdan Fadhilah; Jonibek Mansurov; Joseph Marvin Imperial; Onno Pepijn Kampman; Joel Ruben Antony Moniz; Muhammad Ravi Shulthan Habibi; et al. (CoRR, 2024)

Dialectal Coverage And Generalization in Arabic Speech Recognition. - Amirbek Djanibekov; Hawau Olamide Toyin; Raghad Alshalan; Abdullah Alitr; Hanan Aldarmaki (CoRR, 2024)

All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages. - Ashmal Vayani; Dinura Dissanayake; Hasindri Watawana; Noor Ahsan; Nevasini Sasikumar; Omkar Thawakar; Henok Biadglign Ademtew; Yahya Hmaiti; Amandeep Kumar; Kartik Kuckreja; Mykola Maslych; Wafa Al Ghallabi; et al. (CoRR, 2024)

Dialectal Coverage And Generalization in Arabic Speech Recognition. - Amirbek Djanibekov; Hawau Olamide Toyin; Raghad Alshalan; Abdullah Alatir; Hanan Aldarmaki (ACL (1), 2025)

All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages. - Ashmal Vayani; Dinura Dissanayake; Hasindri Watawana; Noor Ahsan; Nevasini Sasikumar; Omkar Thawakar; Henok Biadglign Ademtew; Yahya Hmaiti; Amandeep Kumar; Kartik Kuckreja; Mykola Maslych; Wafa Al Ghallabi; et al. (CVPR, 2025)

Music for All: Representational Bias and Cross-Cultural Adaptability of Music Generation Models. - Atharva Mehta; Shivam Chauhan; Amirbek Djanibekov; Atharva Kulkarni; Gus Xia; Monojit Choudhury (NAACL (Findings), 2025)

SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models. - Margaret Mitchell; Giuseppe Attanasio; Ioana Baldini; Miruna Clinciu; Jordan Clive; Pieter Delobelle; Manan Dey; Sil Hamilton; Timm Dill; Jad Doughman; Ritam Dutt; Avijit Ghosh; et al. (NAACL (Long Papers), 2025)

Music for All: Exploring Multicultural Representations in Music Generation Models. - Atharva Mehta; Shivam Chauhan; Amirbek Djanibekov; Atharva Kulkarni; Gus Xia; Monojit Choudhury (CoRR, 2025)

SparQLe: Speech Queries to Text Translation Through LLMs. - Amirbek Djanibekov; Hanan Aldarmaki (CoRR, 2025)

SPIRIT: Patching Speech Language Models against Jailbreak Attacks. - Amirbek Djanibekov; Nurdaulet Mukhituly; Kentaro Inui; Hanan Aldarmaki; Nils Lukas (CoRR, 2025)