Software

simulstream

by Marco Gaido | Jan 20, 2026 | Software | 0

simulstream is a Python library for simultaneous/streaming speech recognition and translation. It...

FBK-Fairseq

by Marco Gaido | May 17, 2024 | Software | 0

Open source repository with the code and models used in recent papers

SubSONAR

by Marco Gaido | May 17, 2024 | Software | 0

SubSONAR evaluates the quality of SRT files using the multilingual multimodal SONAR model. The evaluation accounts for the semantic similarity (computed as a cosine similarity) between each subtitle block and the corresponding...

pangolinn

by Marco Gaido | May 17, 2024 | Software | 0

pangolinn is a Python library for neural network developers that contains test suites aimed at...

ModernMT

by Matteo Negri | May 30, 2023 | Software | 0

A neural adaptive machine translation system that adapts to context and learns from corrections

AQET

by Dennis Fucci | May 30, 2023 | Software | 0

AQET (Adaptive Quality Estimation Tool) is an open-source package for performing Quality Estimation for Machine Translation able to continuously learn from post-edited sentences.

onlineMGIZA++

by Andrea Piergentili | May 30, 2023 | Software | 0

An extension of MGIZA++, which allows to align sentence pair in an online mode.

IRSTLM

by Dennis Fucci | May 30, 2023 | Software | 0

The IRST Language Modeling (IRSTLM) Toolkit features algorithms and data structures suitable to estimate, store, and access very large n-gram language models.

MOSES

by Dennis Fucci | May 30, 2023 | Software | 0

Moses is a statistical machine translation system that allows you to automatically train translation models for any language pair.

MT Group at FBK Follow

#MachineTranslation Research Unit @FBK_research. #nlproc #deeplearning #ai

Avatar MT Group at FBK @fbk_mt ·

10 Jun

Our pick of the week by
@lina_conti

: "Greater accessibility can amplify discrimination in generative AI" by
@CarolinHolterm, @minhducbui_nlp, @KaitlynZhou, @vjhofmann, @kelina1124, @anne_lauscher
📰
#GenderBias #SpeechLLM

Lina Conti @lina_conti

Pick of the week @fbk_mt: "Greater accessibility can amplify discrimination in generative AI"

Gender bias in speech-based LLMs examined from multiple angles: a user survey, automatic bias measurement, and pitch manipulation experiments.

https://arxiv.org/pdf/2603.22260

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Avatar MT Group at FBK @fbk_mt ·

9 Jun

Late update, but we had two great talks last month!

#MachineTranslation #FBK #NLProc #GenderBias #SpeechSynthesis

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Avatar MT Group at FBK @fbk_mt ·

3 Jun

Our pick of the week by @dhairya_su47605

: "Scaling Laws for Precision" by @tanishqkumar07, Zachary Ankner, @bfspectorShiekh, @blake__bordelon, @Muennighoff, @mansiege, @CPehlevan, Christopher R´e, @AdtRaghunathan

📰

#Quantization #LLM #ScalingLaw

Dhairya Suman @dhairya_su47605

Pick of the week @fbk_mt
Super interesting paper on the limitations of quantization, demonstrating how post-training quantization scales poorly in data.

https://arxiv.org/abs/2411.04330

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Avatar MT Group at FBK @fbk_mt ·

27 May

⭐ For our #PickOfTheWeek, this paper explores an important question for modern speech AI:

🎙️ Which Evaluation for Which Speech Model?
👥 Authors: @Maureendss , @EeshanDhekane

Speech foundation models are evolving rapidly, but evaluation practices are still fragmented.

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