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1
Analysis of Voice Conversion and Code-Switching Synthesis Using VQ-VAE ...
Abstract: This paper presents an analysis of speech synthesis quality achieved by simultaneously performing voice conversion and language code-switching using multilingual VQ-VAE speech synthesis in German, French, English and Italian. In this paper, we utilize VQ code indices representing phone information from VQ-VAE to perform code-switching and a VQ speaker code to perform voice conversion in a single system with a neural vocoder. Our analysis examines several aspects of code-switching including the number of language switches and the number of words involved in each switch. We found that speech synthesis quality degrades after increasing the number of language switches within an utterance and decreasing the number of words. We also found some evidence of accent transfer when performing voice conversion across languages as observed when a speaker's original language differs from the language of a synthetic target utterance. We present results from our listening tests and discuss the inherent difficulties of ... : Submitted to Interspeech 2022 ...
Keyword: Audio and Speech Processing eess.AS; FOS Electrical engineering, electronic engineering, information engineering
URL: https://arxiv.org/abs/2203.14640
https://dx.doi.org/10.48550/arxiv.2203.14640
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2
Fusing ASR Outputs in Joint Training for Speech Emotion Recognition ...
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3
It's not what you said, it's how you said it: discriminative perception of speech as a multichannel communication system ...
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4
The Lothian Diary Project: Investigating the Impact of the COVID-19 Pandemic on Edinburgh and Lothian Residents
In: Journal of Open Humanities Data; Vol 7 (2021); 4 ; 2059-481X (2021)
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5
The prosody of presupposition projection in naturally-occurring utterances ...
Mahler, Taylor; De Marneffe, Marie-Catherine; Lai, Catherine. - : Proceedings of Sinn und Bedeutung, 2020
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6
The prosody of presupposition projection in naturally-occurring utterances
In: Sinn und Bedeutung; Bd. 24 Nr. 2 (2020): Proceedings of Sinn und Bedeutung 24; 20-37 ; Proceedings of Sinn und Bedeutung; Vol 24 No 2 (2020): Proceedings of Sinn und Bedeutung 24; 20-37 ; 2629-6055 (2020)
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7
Recognizing emotions in spoken dialogue with acoustic and lexical cues
Tian, Leimin. - : The University of Edinburgh, 2018
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8
Incorporating Lexical and Prosodic Information at Different Levels for Meeting Summarization ...
Lai, Catherine; Renals, Steve. - : Unpublished, 2014
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9
Rises all the way up: The interpretation of prosody, discourse attitudes and dialogue structure
In: Dissertations available from ProQuest (2012)
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10
Querying linguistic trees
In: Journal of logic, language and information. - Dordrecht [u.a.] : Kluwer 19 (2009) 1, 53-73
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11
A formal framework for linguistic tree query
Lai, Catherine. - 2006
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