Help preserve South American indigenous languages through speech technology!
*== QUECHUA-SPANISH SPEECH TRANSLATION SHARED TASK — IWSLT 2026 ==* We are excited to announce the 2026 edition of the Quechua-to-Spanish (QUE-SPA) speech translation shared task, part of the Low-Resource Speech Translation track at IWSLT 2026. The conference will be co-located with ACL 2026 in San Diego, CA, USA on July 3–4, 2026.
Quechua is spoken by more than 8 million people across Peru, Ecuador, and Bolivia, yet remains one of the most underrepresented languages in speech technology. Building on the success of previous workshops (LoResMT, AmericasNLP, and prior IWSLT editions), we continue our effort to push the state of the art in low-resource speech translation.
We welcome all approaches: neural, statistical, rule-based, end-to-end, cascaded, and more!
*★ IMPORTANT LINKS ★*
- Task webpage: https://iwslt.org/2026/low-resource https://urldefense.proofpoint.com/v2/url?u=https-3A__iwslt.org_2026_low-2Dresource&d=DwMFaQ&c=slrrB7dE8n7gBJbeO0g-IQ&r=UhL_8ciP1cHsXdvF-e6XH-rWQdhLijQz9RP_QGg2RV0&m=5Ce-AIV8QwkR0Kyh5_b4dI6HTbrMfULRDl0RDQasJouCjVDaG3IiqTvHhqB1toZ0&s=Cclnk47joHZThcdMs7hzWRI8OWiTGFNkfXqyAbbWcRU&e= - Dataset: https://github.com/johneortega/IWSLT2026_Quechua_data https://urldefense.proofpoint.com/v2/url?u=https-3A__github.com_johneortega_IWSLT2026-5FQuechua-5Fdata&d=DwMFaQ&c=slrrB7dE8n7gBJbeO0g-IQ&r=UhL_8ciP1cHsXdvF-e6XH-rWQdhLijQz9RP_QGg2RV0&m=5Ce-AIV8QwkR0Kyh5_b4dI6HTbrMfULRDl0RDQasJouCjVDaG3IiqTvHhqB1toZ0&s=693RM8ms6pRVAtzHI9lCGL_fN1K5LXQCyDtWrLZW7Hg&e= - Google Group: https://groups.google.com/g/iwslt-evaluation-campaign https://urldefense.proofpoint.com/v2/url?u=https-3A__groups.google.com_g_iwslt-2Devaluation-2Dcampaign&d=DwMFaQ&c=slrrB7dE8n7gBJbeO0g-IQ&r=UhL_8ciP1cHsXdvF-e6XH-rWQdhLijQz9RP_QGg2RV0&m=5Ce-AIV8QwkR0Kyh5_b4dI6HTbrMfULRDl0RDQasJouCjVDaG3IiqTvHhqB1toZ0&s=Tx3bhx_FmYJVR60P5Zl2_FT_ZXGeLaDS6wZONS1An-c&e= - IWSLT 2026 conference: https://iwslt.org/2026 https://urldefense.proofpoint.com/v2/url?u=https-3A__iwslt.org_2026&d=DwMFaQ&c=slrrB7dE8n7gBJbeO0g-IQ&r=UhL_8ciP1cHsXdvF-e6XH-rWQdhLijQz9RP_QGg2RV0&m=5Ce-AIV8QwkR0Kyh5_b4dI6HTbrMfULRDl0RDQasJouCjVDaG3IiqTvHhqB1toZ0&s=vZSeY4wybFqqwR6tZTrdd9p6CzgpEDLdOG2GwVQufLE&e=
*★ HOW TO PARTICIPATE ★*
1. Join the IWSLT Evaluation Campaign Google Group and access the registration using the following link: https://groups.google.com/g/iwslt-evaluation-campaign https://urldefense.proofpoint.com/v2/url?u=https-3A__groups.google.com_g_iwslt-2Devaluation-2Dcampaign&d=DwMFaQ&c=slrrB7dE8n7gBJbeO0g-IQ&r=UhL_8ciP1cHsXdvF-e6XH-rWQdhLijQz9RP_QGg2RV0&m=5Ce-AIV8QwkR0Kyh5_b4dI6HTbrMfULRDl0RDQasJouCjVDaG3IiqTvHhqB1toZ0&s=Tx3bhx_FmYJVR60P5Zl2_FT_ZXGeLaDS6wZONS1An-c&e= 2. Download the QUE-SPA dataset: https://github.com/johneortega/IWSLT2026_Quechua_data https://urldefense.proofpoint.com/v2/url?u=https-3A__github.com_johneortega_IWSLT2026-5FQuechua-5Fdata&d=DwMFaQ&c=slrrB7dE8n7gBJbeO0g-IQ&r=UhL_8ciP1cHsXdvF-e6XH-rWQdhLijQz9RP_QGg2RV0&m=5Ce-AIV8QwkR0Kyh5_b4dI6HTbrMfULRDl0RDQasJouCjVDaG3IiqTvHhqB1toZ0&s=693RM8ms6pRVAtzHI9lCGL_fN1K5LXQCyDtWrLZW7Hg&e= 3. Build your system and submit results during the evaluation period 4. Submit your system description paper
Submissions can be uploaded to GitHub or emailed directly to the organizers.
*★ IMPORTANT DATES ★*
- Apr 1–15, 2026 – Evaluation period - Apr 24, 2026 – System paper submission deadline - May 15, 2026 – Notification of acceptance - Jun 1, 2026 – Camera-ready deadline - Jul 3–4, 2026 – IWSLT conference (San Diego, CA, USA)
All deadlines are 11:59PM UTC-12:00.
*★ ORGANIZING COMMITTEE (QUE-SPA & Catalan) ★*
- John E. Ortega (Northeastern University) — j.ortega@northeastern.edu - Rodolfo Zevallos (Universidad Pompeu Fabra) — rodolfojoel.zevallos@upf.edu rodolfo.zevallos@bsc.es - Fabrício Carraro (Barcelona Supercomputing Center) — fabricio.carraro@bsc.es - Stephanny Sánchez (Universidad Nacional de Ingeniería) — stephanny.sanchez.b@uni.pe
For questions about datasets or the task, please contact the organizers above or the general IWSLT discussion list: iwslt-evaluation-campaign@googlegroups.com
We look forward to your participation!
Best regards, The QUE-SPA Organizing Team