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06/01/2023
Bypass Temporal Classification: Weakly Supervised Automatic Speech Recognition with Imperfect Transcripts
This paper presents a novel algorithm for building an automatic speech r...
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04/13/2023
Efficient Sequence Transduction by Jointly Predicting Tokens and Durations
This paper introduces a novel Token-and-Duration Transducer (TDT) archit...
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11/04/2022
Multi-blank Transducers for Speech Recognition
This paper proposes a modification to RNN-Transducer (RNN-T) models for ...
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03/16/2021
An Asynchronous WFST-Based Decoder For Automatic Speech Recognition
We introduce asynchronous dynamic decoder, which adopts an efficient A* ...
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09/18/2019
Espresso: A Fast End-to-end Neural Speech Recognition Toolkit
We present Espresso, an open-source, modular, extensible end-to-end neur...
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06/25/2019
Saliency-driven Word Alignment Interpretation for Neural Machine Translation
Despite their original goal to jointly learn to align and translate, Neu...
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11/10/2018
Improving End-to-end Speech Recognition with Pronunciation-assisted Sub-word Modeling
In recent years, end-to-end models have become popular for application i...
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04/09/2018
A GPU-based WFST Decoder with Exact Lattice Generation
We describe initial work on an extension of the Kaldi toolkit that suppo...
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03/27/2018