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03/26/2023
Time-domain Speech Enhancement Assisted by Multi-resolution Frequency Encoder and Decoder
Time-domain speech enhancement (SE) has recently been intensively invest...
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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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09/07/2020
On the spectrum and linear programming bound for hypergraphs
The spectrum of a graph is closely related to many graph parameters. In ...
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08/09/2020
Distilling the Knowledge of BERT for Sequence-to-Sequence ASR
Attention-based sequence-to-sequence (seq2seq) models have achieved prom...
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05/19/2020
Enhancing Monotonic Multihead Attention for Streaming ASR
We investigate a monotonic multihead attention (MMA) by extending hard m...
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05/19/2020
Generative Adversarial Training Data Adaptation for Very Low-resource Automatic Speech Recognition
It is important to transcribe and archive speech data of endangered lang...
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05/10/2020
CTC-synchronous Training for Monotonic Attention Model
Monotonic chunkwise attention (MoChA) has been studied for the online st...
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02/16/2020
Speech Corpus of Ainu Folklore and End-to-end Speech Recognition for Ainu Language
Ainu is an unwritten language that has been spoken by Ainu people who ar...
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09/22/2019
Improving OOV Detection and Resolution with External Language Models in Acoustic-to-Word ASR
Acoustic-to-word (A2W) end-to-end automatic speech recognition (ASR) sys...
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03/22/2019
Unsupervised Speech Enhancement Based on Multichannel NMF-Informed Beamforming for Noise-Robust Automatic Speech Recognition
This paper describes multichannel speech enhancement for improving autom...
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10/31/2017