Context Conditioning via Surrounding Predictions for Non-Recurrent CTC Models

Connectionist Temporal Classification (CTC) loss has become widely used in sequence modeling tasks such as Automatic Speech Recognition (ASR) and Handwritten Text Recognition (HTR) due to its ease of use. Recent sequence models that incorporate CTC loss have been focusing on speed by removing recurr...

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Bibliographic Details
Main Authors: Burin Naowarat, Chawan Piansaddhayanon, Ekapol Chuangsuwanich
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10168886/