AWhat changed
Defined a CTC objective and decoding scheme that sums over alignments to train recurrent sequence labellers from unsegmented targets.
Scientific scope
The record is the exact four-author ICML 2006 paper and its reported TIMIT experiment. CTC does not remove all modelling or decoding assumptions, and later speech-recognition systems and transducer variants remain separate.
Evidence
The linked sources identify this contribution and its scope. WRS has not independently reconstructed the scientific claims. The record is the exact four-author ICML 2006 paper and its reported TIMIT experiment. CTC does not remove all modelling or decoding assumptions, and later speech-recognition systems and transducer variants remain separate.
Contributors
- Alex Graves · SCIENCE: Named source author of the scoped work; individual effort shares are not measured.
- Santiago Fernández · SCIENCE: Named source author of the scoped work; individual effort shares are not measured.
- Faustino Gomez · SCIENCE: Named source author of the scoped work; individual effort shares are not measured.
- Jürgen Schmidhuber · SCIENCE: Named source author of the scoped work; individual effort shares are not measured.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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