Meteo Trentino and FBK started a collaboration in 2009 with the goal of developing a translation system for weather forecast bulletins. On a daily basis, Meteo Trentino compiles and makes available through the WEB site a weather bulletin related to the Trentino area written in Italian. An equivalent or shortened version of that bulletin is also published in English and German after a manual translation made by forecasters. FBK has been asked to provide forecasters with a system for the automatic translation of Italian bulletins into those two languages. In the course of 2009, FBK has developed the translation system and a simple interface (shown in the figure below) which have been delivered to Meteo Trentino, whose forecasters are currently using. The project has been extended to 2010 with the goal of improving the quality of the automatic translation by exploiting feedback from real users.
Our pick of the week by @beomseok_lee_: "ALAS: Measuring Latent Speech-Text Alignment For Spoken Language Understanding In Multimodal LLMs" by Pooneh Mousavi, @yingzhi_wang, @mirco_ravanelli, and @CemSubakan (2025)
#SLU #speech #multimodal #LLM
Speech-language models show promise in multimodal tasksโbut how well are speech & text actually aligned? ๐ค
This paper https://arxiv.org/abs/2505.19937 proposes a new metric to measure layer-wise correlation between the two, with a focus on SLU tasks. ๐๐ฃ๏ธ๐
๐ Ciao! Stiamo studiando come l'AI viene usata in Italia e per farlo abbiamo costruito un sondaggio!
๐https://bocconi.eu.qualtrics.com/jfe/form/SV_2nTelXaXvJlinbg (รจ anonimo, dura ~10 m, se partecipi o lo diffondi ci aiuti un sacco๐)
Ci interessa anche raggiungere persone che non si occupano di AI!
Our pick of the week by @apierg: "Agree to Disagree? A Meta-Evaluation of LLM Misgendering" by Arjun Subramonian, Vagrant Gautam, Preethi Seshadri, Dietrich Klakow, @kaiwei_chang, @YizhouSun (2025).
#LLM #misgendering #gender
Super interesting paper by Subramonian et al: "Agree to Disagree? A Meta-Evaluation of LLM Misgendering" https://arxiv.org/abs/2504.17075
Turns out, misgendering is messier than just pronouns. I'd love to see this analysis extended to grammatical gender languages! #LLM #AI #ethics @fbk_mt
๐ New tech report out! Meet FAMA, our open-science speech foundation model family for both ASR and ST in ๐ฌ๐ง English and ๐ฎ๐น Italian.
The models are live and ready to try on @huggingface ๐
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#ASR #ST #OpenScience #MultilingualAI