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Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech ...
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Towards Natural and Controllable Cross-Lingual Voice Conversion Based on Neural TTS Model and Phonetic Posteriorgram ...
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Abstract:
Cross-lingual voice conversion (VC) is an important and challenging problem due to significant mismatches of the phonetic set and the speech prosody of different languages. In this paper, we build upon the neural text-to-speech (TTS) model, i.e., FastSpeech, and LPCNet neural vocoder to design a new cross-lingual VC framework named FastSpeech-VC. We address the mismatches of the phonetic set and the speech prosody by applying Phonetic PosteriorGrams (PPGs), which have been proved to bridge across speaker and language boundaries. Moreover, we add normalized logarithm-scale fundamental frequency (Log-F0) to further compensate for the prosodic mismatches and significantly improve naturalness. Our experiments on English and Mandarin languages demonstrate that with only mono-lingual corpus, the proposed FastSpeech-VC can achieve high quality converted speech with mean opinion score (MOS) close to the professional records while maintaining good speaker similarity. Compared to the baselines using Tacotron2 and ... : 5 pages, 2 figures, 4 tables, accepted by ICASSP 2021 ...
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Keyword:
Audio and Speech Processing eess.AS; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Machine Learning cs.LG; Sound cs.SD
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URL: https://arxiv.org/abs/2102.01991 https://dx.doi.org/10.48550/arxiv.2102.01991
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Towards Natural Bilingual and Code-Switched Speech Synthesis Based on Mix of Monolingual Recordings and Cross-Lingual Voice Conversion ...
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Bayes-enhanced Lifelong Attention Networks for Sentiment Classification ...
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Neurocognitive patterns dissociating semantic processing from executive control are linked to more detailed off-task mental time travel
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Neurocognitive patterns dissociating semantic processing from executive control are linked to more detailed off-task mental time travel
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In: Sci Rep (2020)
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Additional file 1: of A multiplex PCR for differential detection of Echinococcus granulosus sensu stricto, Echinococcus multilocularis and Echinococcus canadensis in China ...
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Additional file 1: of A multiplex PCR for differential detection of Echinococcus granulosus sensu stricto, Echinococcus multilocularis and Echinococcus canadensis in China ...
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Enhancing Relation Extraction Using Syntactic Indicators and Sentential Contexts ...
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Reduced Semantic Control in Older Adults is Linked to Intrinsic DMN Connectivity
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Reduced semantic control in older adults is linked to intrinsic DMN connectivity
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Patterns of thought: population variation in the associations between large-scale network organisation and self-reported experiences at rest
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In: ISSN: 1053-8119 ; EISSN: 1095-9572 ; NeuroImage ; https://hal.archives-ouvertes.fr/hal-01782292 ; NeuroImage, Elsevier, 2018 (2018)
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Varieties of semantic cognition revealed through simultaneous decomposition of intrinsic brain connectivity and behaviour
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In: ISSN: 1053-8119 ; EISSN: 1095-9572 ; NeuroImage ; https://hal.archives-ouvertes.fr/hal-01546394 ; NeuroImage, Elsevier, 2017, pp.34. ⟨10.1016/j.neuroimage.2017.06.067⟩ (2017)
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Varieties of semantic cognition revealed through simultaneous decomposition of intrinsic brain connectivity and behaviour
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Varieties of semantic cognition revealed through simultaneous decomposition of intrinsic brain connectivity and behaviour
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Altered Volume and Functional Connectivity of the Habenula in Schizophrenia
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Acquisition of functional categories ...
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Wang, Hao. - : University of Southern California Digital Library (USC.DL), 2015
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A System for Extracting Sentiment from Large-Scale Arabic Social Data ...
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