MetricCycleGAN-VC: Forcing CycleGAN-Based Voice Conversion Systems to Associate With Objective Quality Metrics

MetricCycleGAN-VC: Forcing CycleGAN-Based Voice Conversion Systems to Associate With Objective Quality Metrics

In CycleGAN-based voice conversion (VC) systems, such as MaskCycleGAN-VC, similar to many other GAN-based VC systems, adversarial losses are not explicitly designed to optimize VC evaluation metrics. Consequently, the generator may not consistently improve the metric scores related to VC assessments...

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Bibliographic Details
Main Authors: Majid Behdad, Davood Gharavian
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
CycleGAN-VC
DEM problem
FSIM metric
Mel-Cepstral distance (MCD)
MetricGAN
NISQA tool
Online Access:https://ieeexplore.ieee.org/document/10701302/

Internet

https://ieeexplore.ieee.org/document/10701302/

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