most citedSynthesizing Speech from Intracranial Depth Electrodes using an Encoder-Decoder Framework

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cs.LG2026

The 2026 PNPL Competition: Word Classification and Efficient Cross-Subject Generalisation in LibriBrain100

Francesco Mantegna, Gereon Elvers, Dulhan Jayalath +18

The ambition of the 2025 PNPL competition (Landau et al., 2025) was to launch a multi-year curriculum for non-invasive speech decoding. Designed to progress from foundational tasks…