BriefGPT.xyz
Oct, 2018
直通估计器在语音链框架中的端到端反馈损失
End-to-End Feedback Loss in Speech Chain Framework via Straight-Through Estimator
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Andros Tjandra, Sakriani Sakti, Satoshi Nakamura
TL;DR
本文介绍了如何使用直通估计器全面地训练语音链以实现重建损失,并使用随机采样实现了ASR参数的更新并将其性能提高了11%的相对CER降低率。
Abstract
The
speech chain mechanism
integrates automatic speech recognition (
asr
) and text-to-speech synthesis (
tts
) modules into a single cycle du
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