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1
A Complementary Joint Training Approach Using Unpaired Speech and Text for Low-Resource Automatic Speech Recognition ...
Du, Ye-Qian; Zhang, Jie; Zhu, Qiu-Shi. - : arXiv, 2022
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2
XLST: Cross-lingual Self-training to Learn Multilingual Representation for Low Resource Speech Recognition ...
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3
Recognition-Synthesis Based Non-Parallel Voice Conversion with Adversarial Learning ...
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4
Improving Sequence-to-Sequence Acoustic Modeling by Adding Text-Supervision ...
Abstract: This paper presents methods of making using of text supervision to improve the performance of sequence-to-sequence (seq2seq) voice conversion. Compared with conventional frame-to-frame voice conversion approaches, the seq2seq acoustic modeling method proposed in our previous work achieved higher naturalness and similarity. In this paper, we further improve its performance by utilizing the text transcriptions of parallel training data. First, a multi-task learning structure is designed which adds auxiliary classifiers to the middle layers of the seq2seq model and predicts linguistic labels as a secondary task. Second, a data-augmentation method is proposed which utilizes text alignment to produce extra parallel sequences for model training. Experiments are conducted to evaluate our proposed method with training sets at different sizes. Experimental results show that the multi-task learning with linguistic labels is effective at reducing the errors of seq2seq voice conversion. The data-augmentation method can ... : 5 pages, 4 figures, 2 tables. Submitted to IEEE ICASSP 2019 ...
Keyword: Audio and Speech Processing eess.AS; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Sound cs.SD
URL: https://arxiv.org/abs/1811.08111
https://dx.doi.org/10.48550/arxiv.1811.08111
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5
LID-senones and their statistics for language identification
Jin, Ma; Song, Yan; McLoughlin, Ian Vince. - : Institute of Electrical and Electronics Engineers, 2017
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6
A human neurodevelopmental model for Williams syndrome.
In: Nature, vol 536, iss 7616 (2016)
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7
A human neurodevelopmental model for Williams syndrome.
In: Nature, vol 536, iss 7616 (2016)
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8
Improvements on Deep Bottleneck Network based I-Vector Representation for Spoken Language Identification
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9
Deep Bottleneck Feature for Image Classification
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10
HMM-based unit selection speech synthesis using log likelihood ratios derived from perceptual data
In: Speech communication. - Amsterdam [u.a.] : Elsevier 63 (2014), 27-37
OLC Linguistik
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11
Deep Bottleneck Features for Spoken Language Identification
Jiang, Bing; Song, Yan; Wei, Si. - : Public Library of Science, 2014
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12
Whisper-to-speech conversion using restricted Boltzmann machine arrays
Li, Jing-jie; McLoughlin, Ian Vince; Dai, Li-Rong. - : IET Digital Library, 2014
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13
Deep bottleneck features for spoken language identification
Jiang, Bing; Song, Yan; Wei, Si. - : Public Library of Science, 2014
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14
Minimum Kullback-Leibler divergence parameter generation for HMM-based speech synthesis
In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 20 (2012) 5, 1492-1502
BLLDB
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15
Trust region-based optimization for maximum mutual information estimation of HMMs in speech recognition
In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 19 (2011) 8, 2474-2485
BLLDB
OLC Linguistik
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16
Intelligence in Williams Syndrome is related to STX1A, which encodes a component of the presynaptic SNARE complex.
In: PloS one, vol 5, iss 4 (2010)
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17
Intelligence in Williams Syndrome Is Related to STX1A, Which Encodes a Component of the Presynaptic SNARE Complex
Gao, Michael C.; Bellugi, Ursula; Dai, Li. - : Public Library of Science, 2010
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