Audio samples for "Transfer Learning from Speech Synthesis to Voice Conversion with Non-Parallel Training Data"

Authors: Mingyang Zhang1,2, Yi Zhou2, Li Zhao1, Haizhou Li2

1 School of Information Science and Engineering, Southeast University, Nanjing, China
2 Department of Electrical and Computer Engineering, National University of Singapore, Singapore


Systems

AutoVC AutoVC system
PPG-VC PPG-based voice conversion system
MS-TTS Multi-speaker text-to-speech synthesis system
TTL-VC Our proposed TTS-VC transfer learning voice conversion system

Samples

Female-Female
TranscriptSourceTargetAutoVCPPG-VCMS-TTSTTL-VC (proposed)
There were great stables,
as if he were vexed at being tempted with it,
and here he had lived the four years of his life.
and then dipped suddenly down,

Female-Male
TranscriptSourceTargetAutoVCPPG-VCMS-TTSTTL-VC (proposed)
In another moment down went Alice after it, never once considering how in the world she was to get out again.
The hills ran up clear above the vegetation in spires of naked rock.
and the whole ship creaking, groaning, and jumping like a manufactory.
All were strangely shaped,

Male-Male
TranscriptSourceTargetAutoVCPPG-VCMS-TTSTTL-VC (proposed)
my last newspapers,
but they did not count.
king over all creeping, crawling, flying things of Judge Miller's place,
The proper course to pursue is to offer your name and address,

Male-Female
TranscriptSourceTargetAutoVCPPG-VCMS-TTSTTL-VC (proposed)
and I truly marvel to think it can go with you into the deepest seas."
and said he would go and consult his master,
and the Spyglass, which was by three or four hundred feet the tallest on the island,
when suddenly a White Rabbit with pink eyes ran close by her.