Authors: Mohammed Salah Al-Radhi, Tamás Gábor Csapó, Géza Németh
Datasets
- CSTR VCTK Corpus
- 8 speakers: 4 Male * 4 Female
- 12 experiments: cross-gender and intra-gender VC
Reference system: It is based on [Hirokazu Kameoka et al., 2018] which outperforms the variational autoencoding GAN system.
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1) Female to Male
p229 (Female) → p232 (Male)
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Source speech (natural) |
Target speech (natural) |
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Input speech |
Converted speech (Reference) |
Converted speech (Proposed) |
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p262 (Female) → p272 (Male)
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Source speech (natural) |
Target speech (natural) |
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Input speech |
Converted speech (Reference) |
Converted speech (Proposed) |
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p293 (Female) → p292 (Male)
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Source speech (natural) |
Target speech (natural) |
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Input speech |
Converted speech (Reference) |
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p361 (Female) → p360 (Male)
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Source speech (natural) |
Target speech (natural) |
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Input speech |
Converted speech (Reference) |
Converted speech (Proposed) |
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2) Male to Female
p232 (Male) → p229 (Female)
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Source speech (natural) |
Target speech (natural) |
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Input speech |
Converted speech (Reference) |
Converted speech (Proposed) |
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p272 (Male) → p262 (Female)
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Source speech (natural) |
Target speech (natural) |
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Input speech |
Converted speech (Reference) |
Converted speech (Proposed) |
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p292 (Male) → p293 (Female)
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Source speech (natural) |
Target speech (natural) |
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Input speech |
Converted speech (Reference) |
Converted speech (Proposed) |
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p360 (Male) → p361 (Female)
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Source speech (natural) |
Target speech (natural) |
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Input speech |
Converted speech (Reference) |
Converted speech (Proposed) |
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3) Female to Female
p262 (Female) → p293 (Female)
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Source speech (natural) |
Target speech (natural) |
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Input speech |
Converted speech (Reference) |
Converted speech (Proposed) |
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p229 (Female) → p262 (Female)
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Source speech (natural) |
Target speech (natural) |
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Input speech |
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Converted speech (Proposed) |
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4) Male to Male
p272 (Male) → p292 (Male)
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Source speech (natural) |
Target speech (natural) |
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Input speech |
Converted speech (Reference) |
Converted speech (Proposed) |
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p232 (Male) → p272 (Male)
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Source speech (natural) |
Target speech (natural) |
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Input speech |
Converted speech (Reference) |
Converted speech (Proposed) |
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