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Dennis Fucci

@dennisfucci.bsky.social

Speech | XAI | Fairness in AI PhD student @fbk-mt.bsky.social

7 Posts136 Follower234 Folgt
Dennis Fucci@dennisfucci.bsky.social · last yr.

‪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

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...

ieeexplore.ieee.org

Beatrice Savoldi@bsavoldi.bsky.social · last yr.

🔍 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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Dennis Fucci@dennisfucci.bsky.social · 2y ago

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

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.

aclanthology.org