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09/16/2023
Decoder-only Architecture for Speech Recognition with CTC Prompts and Text Data Augmentation
Collecting audio-text pairs is expensive; however, it is much easier to ...
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07/24/2023
Integration of Frame- and Label-synchronous Beam Search for Streaming Encoder-decoder Speech Recognition
Although frame-based models, such as CTC and transducers, have an affini...
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07/20/2023
Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding
There has been an increased interest in the integration of pretrained sp...
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05/02/2023
A Study on the Integration of Pipeline and E2E SLU systems for Spoken Semantic Parsing toward STOP Quality Challenge
Recently there have been efforts to introduce new benchmark tasks for sp...
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05/02/2023
The Pipeline System of ASR and NLU with MLM-based Data Augmentation toward STOP Low-resource Challenge
This paper describes our system for the low-resource domain adaptation t...
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05/01/2023
Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History
Most human interactions occur in the form of spoken conversations where ...
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11/16/2022
Streaming Joint Speech Recognition and Disfluency Detection
Disfluency detection has mainly been solved in a pipeline approach, as p...
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09/08/2022
Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM
Connectionist temporal classification (CTC) -based models are attractive...
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09/05/2022
Distilling the Knowledge of BERT for CTC-based ASR
Connectionist temporal classification (CTC) -based models are attractive...
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10/05/2021
ASR Rescoring and Confidence Estimation with ELECTRA
In automatic speech recognition (ASR) rescoring, the hypothesis with the...
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08/09/2020