Search Results for author: David Poeppel

Found 4 papers, 0 papers with code

Memory in humans and deep language models: Linking hypotheses for model augmentation

no code implementations4 Oct 2022 Omri Raccah, Phoebe Chen, Ted L. Willke, David Poeppel, Vy A. Vo

The computational complexity of the self-attention mechanism in Transformer models significantly limits their ability to generalize over long temporal durations.

MEG-MASC: a high-quality magneto-encephalography dataset for evaluating natural speech processing

no code implementations26 Jul 2022 Laura Gwilliams, Graham Flick, Alec Marantz, Liina Pylkkanen, David Poeppel, Jean-Remi King

The "MEG-MASC" dataset provides a curated set of raw magnetoencephalography (MEG) recordings of 27 English speakers who listened to two hours of naturalistic stories.

Successes and critical failures of neural networks in capturing human-like speech recognition

no code implementations6 Apr 2022 Federico Adolfi, Jeffrey S. Bowers, David Poeppel

The constraints of the task, however, can nudge the cognitive science and engineering of audition to qualitatively converge, suggesting that a closer mutual examination would potentially enrich artificial hearing systems and process models of the mind and brain.

speech-recognition Speech Recognition

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