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Simple Search
Hits 1 – 11 of 11
1
The NTNU Taiwanese ASR System for Formosa Speech Recognition Challenge 2020 ...
Chao, Fu-An
;
Lo, Tien-Hong
;
Weng, Shi-Yan
. - : arXiv, 2021
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2
Effective Decoder Masking for Transformer Based End-to-End Speech Recognition ...
Weng, Shi-Yan
;
Chen, Berlin
. - : arXiv, 2020
Abstract:
The attention-based encoder-decoder modeling paradigm has achieved promising results on a variety of speech processing tasks like automatic speech recognition (ASR), text-to-speech (TTS) and among others. This paradigm takes advantage of the generalization ability of neural networks to learn a direct mapping from an input sequence to an output sequence, without recourse to prior knowledge such as audio-text alignments or pronunciation lexicons. However, ASR models stemming from this paradigm are prone to overfitting, especially when the training data is limited. Inspired by SpecAugment and BERT-like masked language modeling, we propose in the paper a decoder masking based training approach for end-to-end (E2E) ASR models. During the training phase we randomly replace some portions of the decoder's historical text input with the symbol [mask], in order to encourage the decoder to robustly output a correct token even when parts of its decoding history are masked or corrupted. The proposed approach is ... : More extensions and experiments are under exploration ...
Keyword:
Audio and Speech Processing eess.AS
;
FOS Electrical engineering, electronic engineering, information engineering
URL:
https://arxiv.org/abs/2010.14764
https://dx.doi.org/10.48550/arxiv.2010.14764
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3
Fuzzy Evaluation Output of Taste Information for Liquor Using Electronic Tongue Based on Cloud Model
Liu, Jingjing
;
Zuo, Mingxu
;
Low, Sze Shin
. - : MDPI, 2020
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4
Short-time speaker verification with different speaking style utterances
Mao, Hongwei
;
Shi, Yan
;
Liu, Yue
...
In: PLoS One (2020)
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5
A comprehensive comparison and overview of R packages for calculating sample entropy
Chen, Chang
;
Sun, Shixue
;
Cao, Zhixin
. - : Oxford University Press, 2019
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6
Additional file 1: of Prevalence of and risk factors associated with Cryptosporidium infection in an underdeveloped rural community of southwest China ...
Yang, Ya
;
Yi-Biao Zhou
;
Peng-Lei Xiao
. - : Figshare, 2017
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7
Additional file 1: of Prevalence of and risk factors associated with Cryptosporidium infection in an underdeveloped rural community of southwest China ...
Yang, Ya
;
Yi-Biao Zhou
;
Peng-Lei Xiao
. - : Figshare, 2017
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8
Entropy change of biological dynamics in COPD
Jin, Yu
;
Chen, Chang
;
Cao, Zhixin
. - : Dove Medical Press, 2017
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9
Additional file 1: of Spatial transmission and meteorological determinants of tuberculosis incidence in Qinghai Province, China: a spatial clustering panel analysis ...
Rao, Hua-Xiang
;
Zhang, Xi
;
Zhao, Lei
. - : Figshare, 2016
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10
Additional file 1: of Spatial transmission and meteorological determinants of tuberculosis incidence in Qinghai Province, China: a spatial clustering panel analysis ...
Rao, Hua-Xiang
;
Zhang, Xi
;
Zhao, Lei
. - : Figshare, 2016
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11
An efficient hybrid algorithm for resource-constrained project scheduling
Chen, Wang
;
Shi, Yan-jun
;
Teng, Hong-fei
...
In:
Information sciences. - New York, NY : Elsevier Science Inc.
180 (2010) 6, 1031-1039
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