Skip navigation


  • DSpace logo
  • Home
  • Collections
  • Researcher Profile
  • Explore by
    • Researcher Profile
  • VGU library
  • Help
  • User Guide
  • Sign on to:
    • My DSpace
    • Receive email
      updates
    • Edit Account details

VGU RESEARCH REPOSITORY


Please use this identifier to cite or link to this item: https://epub.vgu.edu.vn/handle/dlibvgu/1881
DC FieldValueLanguage
dc.contributor.authorBui Le Phi Longen_US
dc.date.accessioned2024-11-18T06:54:11Z-
dc.date.available2024-11-18T06:54:11Z-
dc.date.issued2024-
dc.identifier.urihttps://epub.vgu.edu.vn/handle/dlibvgu/1881-
dc.description.abstractVoice conversion is a sophisticated process that elegantly transposes the unique identity of one speaker onto another while meticulously preserving the original speech content. This transformative process relies on intricate algorithms that seamlessly integrate various speech processing techniques, including speech analysis, speaker classification, and vocoding, with deep neural networks at the forefront, adeptly disentangling a speaker’s vocal characteristics from their linguistic content. This study delves into the intricacies of Retrieval-Based Voice Conversion, comprehending its core concepts, demonstrating practical application, and conducting a preliminary perceptual evaluation, relying on neural networks, data embeddings, and voice characteristics to authentically transform voices. Central objectives involve acquiring a solid understanding of foundational principles underpinning retrieval-based techniques, showcasing practical applications through illustrative examples, and highlighting the potential of retrieval-based methods in real-world voice metamorphosis scenarios. To assess the perceptual impact, a limited-scale perceptual evaluation is conducted with human participants, collecting subjective opinions on the quality and authenticity of voices converted using retrievalbased methods. This exploration of ’Voice Metamorphosis: Retrieval-Based Voice Conversion’ offers insights into methodologies, experimental revelations, and the exciting potential to reshape voices in ways that transcend the ordinary.en_US
dc.language.isoenen_US
dc.rightsAttribution-NonCommercial 4.0 International*
dc.rights.urihttps://creativecommons.org/licenses/by-nc/4.0/*
dc.subjectVoice conversionen_US
dc.subjectDeep learningen_US
dc.subjectContentVecen_US
dc.subjectRetrievalen_US
dc.titleVoice metamorphosis retrieval-baseden_US
dc.typeThesisen_US
item.fulltextWith Fulltext-
item.languageiso639-1other-
item.grantfulltextrestricted-
Appears in Collections:Computer Science (CS)
Files in This Item:
File Description SizeFormat Existing users please Login
Voice metamorphosis retrieval-based.pdf2.8 MBAdobe PDF
Show simple item record

Page view(s)

83
checked on Aug 24, 2025

Download(s)

33
checked on Aug 24, 2025

Google ScholarTM

Check


This item is licensed under a Creative Commons License Creative Commons

© Copyright 2020 by Vietnamese - German University Library.
Add: Ring road 4, Quarter 4, Thoi Hoa Ward, Ben Cat City, Binh Duong Province
Tel.:(0274) 222 0990. Ext.: 70206