Georgios Ioannides | Ravid Shwartz-Zivhttps://www.ravid-shwartz-ziv.com/author/georgios-ioannides/Georgios IoannidesSource Themes Academic (https://sourcethemes.com/academic/)en-usWed, 17 Jun 2026 00:00:00 +0000https://www.ravid-shwartz-ziv.com/img/ravid-shwartz-ziv-social-v2.pngGeorgios Ioannideshttps://www.ravid-shwartz-ziv.com/author/georgios-ioannides/S-JEPA: Soft Clustering Anchors for Self-Supervised Speech Representation Learninghttps://www.ravid-shwartz-ziv.com/publication/s-jepa/Wed, 17 Jun 2026 00:00:00 +0000https://www.ravid-shwartz-ziv.com/publication/s-jepa/<p>Related work: the earlier <a href="https://www.ravid-shwartz-ziv.com/publication/gmm-anchored-jepa/">GMM-Anchored JEPA study</a> uses fixed soft acoustic clusters to support speech representation learning.</p>Soft Clustering Anchors for Self-Supervised Speech Representation Learning in Joint Embedding Prediction Architectureshttps://www.ravid-shwartz-ziv.com/publication/gmm-anchored-jepa/Fri, 30 Jan 2026 20:51:37 +0000https://www.ravid-shwartz-ziv.com/publication/gmm-anchored-jepa/<p>Related work: <a href="https://www.ravid-shwartz-ziv.com/publication/s-jepa/">S-JEPA</a> is the later speech study with a continuous two-phase training procedure and online clustering targets.</p>JEPA as a Neural Tokenizer: Learning Robust Speech Representations with Density Adaptive Attentionhttps://www.ravid-shwartz-ziv.com/publication/jepa-neural-tokenizer/Mon, 08 Dec 2025 00:00:00 +0000https://www.ravid-shwartz-ziv.com/publication/jepa-neural-tokenizer/