AWhat changed
Jointly trained a pyramidal recurrent listener and attention-based recurrent character speller for speech transcription.
Scientific scope
Jointly trained a pyramidal recurrent listener and attention-based recurrent character speller for speech transcription. Inherits sequence-to-sequence attention. No conditional output-independence assumption is not absence of every modeling assumption. Original unrescored word-error rate remains worse than the cited strongest hybrid; no universal best claim.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Inherits sequence-to-sequence attention. No conditional output-independence assumption is not absence of every modeling assumption. Original unrescored word-error rate remains worse than the cited strongest hybrid; no universal best claim.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
Full scientific record · Browse contribution grades · Request a correction