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1
Revisiting Self-training for Few-shot Learning of Language Model ...
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2
DynaEval: Unifying Turn and Dialogue Level Evaluation ...
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3
Exploiting Position Bias for Robust Aspect Sentiment Classification ...
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4
PDAugment: Data Augmentation by Pitch and Duration Adjustments for Automatic Lyrics Transcription ...
Abstract: Automatic lyrics transcription (ALT), which can be regarded as automatic speech recognition (ASR) on singing voice, is an interesting and practical topic in academia and industry. ALT has not been well developed mainly due to the dearth of paired singing voice and lyrics datasets for model training. Considering that there is a large amount of ASR training data, a straightforward method is to leverage ASR data to enhance ALT training. However, the improvement is marginal when training the ALT system directly with ASR data, because of the gap between the singing voice and standard speech data which is rooted in music-specific acoustic characteristics in singing voice. In this paper, we propose PDAugment, a data augmentation method that adjusts pitch and duration of speech at syllable level under the guidance of music scores to help ALT training. Specifically, we adjust the pitch and duration of each syllable in natural speech to those of the corresponding note extracted from music scores, so as to narrow the ... : 7 pages ...
Keyword: Audio and Speech Processing eess.AS; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Sound cs.SD
URL: https://dx.doi.org/10.48550/arxiv.2109.07940
https://arxiv.org/abs/2109.07940
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5
Dampening Effects of Perceived Teacher Enthusiasm on Class-Related Boredom in College Students: Longitudinal Mediation Effects of Perceived Task Value
In: Front Psychol (2021)
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6
ESL Student Plagiarism Prevention Challengesand Institutional Interventions
In: Teaching Culturally and Linguistically Diverse International Students in Open or Online Learning Environments: A Research Symposium (2021)
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7
Translation and intercultural communication in contemporary Chinese political discourse: Effectiveness and reception of the official English translation of Xi Jinping The Governance of China
Zhang, Chen. - : The University of Sydney, 2021. : Department of Chinese Studies, 2021. : Faculty of Arts and Social Sciences, School of Languages and Cultures, 2021
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8
Representation, reasoning and similar matching for detailed topological relations with DTString
In: Information sciences. - New York, NY : Elsevier Science Inc. 276 (2014), 255-277
OLC Linguistik
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9
Three Phases of Chinese Political Translation after 1949: Similarities and Differences
Zhang, Chen. - : The University of Sydney, 2014. : Department of Chinese Studies, 2014. : Faculty of Arts and Social Sciences, School of Languages and Cultures, 2014
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