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Reposted by Hosein Mohebbi

Marianne de Heer Kloots @mdhk.net · 27/08/2025

✨ Do self-supervised speech models learn to encode language-specific linguistic features from their training data, or only more language-general acoustic correlates? At #Interspeech2025 we presented our new Wav2Vec2-NL model and SSL-NL evaluation dataset to test this! 📄 arxiv.org/abs/2506.00981 ⬇️

Interspeech paper title: What do self-supervised speech models know about Dutch? Analyzing advantages of language-specific pre-training

Authors: Marianne de Heer Kloots, Hosein Mohebbi, Charlotte Pouw, Gaofei Shen, Willem Zuidema, Martijn Bentum

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Reposted by Hosein Mohebbi

Marianne de Heer Kloots @mdhk.net · 19/08/2025

Had such a great time presenting our tutorial on Interpretability Techniques for Speech Models at #Interspeech2025! 🔍 For anyone looking for an introduction to the topic, we've now uploaded all materials to the website: interpretingdl.github.io/speech-inter...

interpretingdl.github.io

Interpretability Techniques for Speech Models — Tutorial @ Interspeech 2025

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Hosein Mohebbi @hmohebbi.bsky.social · 17/07/2025

Sadly, I couldn't make #ICML2025 in person to present our work at the exciting Actionable Interpretability Workshop @actinterp.bsky.social. 📺The recording is online: www.youtube.com/watch?v=QkDF... + Poster (on the workshop's website) 👋Check it out and feel free to get in touch for any questions!

youtube.com

Posthoc Disentanglement of Textual and Acoustic Features in Self-Supervised Speech Encoders | AIW'25

YouTube video by Hosein Mohebbi

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Hosein Mohebbi @hmohebbi.bsky.social · 13/06/2025

📢 In our #Interspeech2025 tutorial, we'll provide a structured overview of interpretability methods, their applications, challenges, and limitations when applied to spoken language models. ➕ hands-on experience interspeech2025.org/tutorials

interspeech2025.org

https://interspeech2025.org/tutorials

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Hosein Mohebbi @hmohebbi.bsky.social · 15/05/2025

Have you already found #BlackboxNLP on Bluesky?🎉

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Reposted by Hosein Mohebbi

Mor Geva @megamor2.bsky.social · 31/03/2025

🎉 Our Actionable Interpretability workshop has been accepted to #ICML2025! 🎉 > Follow @actinterp.bsky.social > Website actionable-interpretability.github.io @talhaklay.bsky.social @anja.re @mariusmosbach.bsky.social @sarah-nlp.bsky.social @iftenney.bsky.social Paper submission deadline: May 9th!

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Reposted by Hosein Mohebbi

Jaap Jumelet @jumelet.bsky.social · 29/11/2024

My PhD thesis is now available online! It is called "Finding Structure in Language Models" and presents the work I have done in the past 4 years on the intersection of NLP, interpretability, and linguistics. I'll defend it on December 10, streamed here: jumelet.ai/phd arxiv.org/abs/2411.16433 🧵

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Hosein Mohebbi @hmohebbi.bsky.social · 27/11/2024

The sec. background in (aclanthology.org/2023.emnlp-m...) explains how representations are made in the encoder/decoder of speech transformers.

aclanthology.org

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