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20242026
most citedThe Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning

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cs.CL2026

The Semantic Bottleneck: Leveraging Semantic Representations for Non-Invasive Speech Decoding

Gilad D. Landau, Dulhan Jayalath, Oiwi Parker Jones

Non-invasive speech decoding remains constrained by the low signal-to-noise ratio of neural recordings, which makes fine-grained reconstruction of phonemes or individual words diff…