Dennis Fucci
@dennisfucci.bsky.social
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📥 234
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Speech | XAI | Fairness in AI PhD student
@fbk-mt.bsky.social
Findings from
ieeexplore.ieee.org/document/106...
show that speech SSL models converge on similar embedding spaces, but via different routes. While overall representations align, individual neurons learn distinct localized concepts. Interesting read!
@fbk-mt.bsky.social
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Speech Representation Analysis Based on Inter- and Intra-Model Similarities
Self-supervised models have revolutionized speech processing, achieving new levels of performance in a wide variety of tasks with limited resources. However, the inner workings of these models are sti...
https://ieeexplore.ieee.org/document/10669908
7 months ago
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reposted by
Dennis Fucci
Beatrice Savoldi
7 months ago
🔍 Stiamo studiando come l'AI viene usata in Italia e per farlo abbiamo costruito un sondaggio! 👉
bit.ly/sondaggio_ai...
(è anonimo, richiede ~10 minuti, e se partecipi o lo fai girare ci aiuti un sacco🙏) Ci interessa anche raggiungere persone che non si occupano e non sono esperte di AI!
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https://bit.ly/sondaggio_ai_rita
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More great news! 🎉 Our paper “Echoes of Phonetics: Unveiling Relevant Acoustic Cues for ASR via Feature Attribution” has been accepted at
#Interspeech2025
! If you’re interested in interpretability for speech models, stay tuned, the preprint is coming soon!
8 months ago
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So happy our paper “Different Speech Translation Models Encode and Translate Speaker Gender Differently” was accepted at
#ACL2025
(main)! 🎉 The preprint will be out soon!
#SpeechTranslation
#GenderBias
#Interpretability
@aclmeeting.bsky.social
8 months ago
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reposted by
Dennis Fucci
MT Group at FBK
9 months ago
📢 Come and join our group! We offer a fully funded 3-year PhD position: 📔 Automatic translation with large multimodal models:
iecs.unitn.it/education/ad...
📍Full details for application:
iecs.unitn.it/education/ad...
📅 Deadline May 12, 2025
#NLProc
#FBK
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Reserved topic scholarships | Doctoral Program - Information Engineering and Computer Science
https://iecs.unitn.it/education/admission/reserved-topic-scholarships#A4
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Had a great time visiting
@milanlp.bsky.social
last week and sharing some of my latest work on
#XAI
in
#SpeechTranslation
! Thanks for having me! 😊
add a skeleton here at some point
10 months ago
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As someone investigating how speech models use acoustic-related info, it’s great to see more work on evaluating whether prosodic features are leveraged in speech translation, like in
aclanthology.org/2024.wmt-1.1...
. We definitely need more research in this space!
@fbk-mt.bsky.social
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Speech Is More than Words: Do Speech-to-Text Translation Systems Leverage Prosody?
Ioannis Tsiamas, Matthias Sperber, Andrew Finch, Sarthak Garg. Proceedings of the Ninth Conference on Machine Translation. 2024.
https://aclanthology.org/2024.wmt-1.119/
10 months ago
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reposted by
Dennis Fucci
MT Group at FBK
12 months ago
🙌 All members of our group are now on Bluesky! 🙌 You can find all of us in this starter pack 👇
add a skeleton here at some point
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you reached the end!!
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